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• MOMA: the challenge to search for organics and biosignatures on Mars
  Abstract This paper describes strategies to search for, detect, and identify organic material on the surface and subsurface of Mars. The strategies described include those applied by landed missions in the past and those that will be applied in the future. The…
  openalex W. Goetz, W. B. Brinckerhoff, Ricardo Arévalo, C. Freissinet 等 2016-07-01 置信度 0.72 Mars Exploration ProgramAstrobiologyExploration of MarsEnvironmental scienceRemote sensing
• Ultrastructural Heterogeneity of Carbonaceous Material in Ancient Cherts: Investigating Biosignature Origin and Preservation
  Opaline silica deposits on Mars may be good target sites where organic biosignatures could be preserved. Potential analogues on Earth are provided by ancient cherts containing carbonaceous material (CM) permineralized by silica. In this study, we investigated …
  openalex Yuangao Qu, Anders Engdahl, Shixing Zhu, Vivi Vajda 等 2015-10-01 置信度 0.72 PrecambrianDiagenesisGeologyRaman spectroscopyMetamorphism
• Finding a biosignature for melancholic depression
  Melancholia is typified by features of psychomotor slowing, anxiety, appetite loss and sleep changes. It is usually observed in 20-30% of individuals meeting diagnostic criteria for major depressive disorder (MDD). There is currently no agreement on whether me…
  pubmed Claire V. Day, Leanne M. Williams, Claire VA Day, Leanne M Williams 等 2012 Jul 置信度 0.82 MelancholiaContext (archaeology)PsychologyAnxietyMelancholic depression
• The Evolution of Biomarkers in Thyroid Cancer—From Mass Screening to a Personalized Biosignature
  Thyroid cancer is the most common malignancy of the endocrine system. The diagnosis of thyroid nodules, made by neck examination and ultrasonography, is a common event occurring in over 50% of the patient population over the age of 50. Yet, only 5% of these pa…
  pubmed Raymon H. Grogan, Elliot J. Mitmaker, Orlo H. Clark, Grogan RH 等 2010 May 20 置信度 0.82 MedicineThyroid cancerThyroidThyroid nodulesMedullary thyroid cancer
• Microbial diversity and biosignatures of amorphous silica deposits in orthoquartzite caves
  plays a fundamental role in several geochemical and biological processes, with silicate minerals being the most abundant components of the Earth's crust. Although the oldest evidences of life on Earth are fossilized in microcrystalline silica deposits, little …
  openalex Francesco Sauro, Martina Cappelletti, Daniele Ghezzi, Andrea Columbu 等 2018-11-28 置信度 0.72 Biogeochemical cycleWeatheringArchaeaMicrocrystallineBiomineralization
• Alternative Methylated Biosignatures I: Methyl Bromide, A Capstone Biosignature
  The first potential exoplanet biosignature detections are likely to be ambiguous due to the potential for false positives: abiotic planetary processes that produce observables similar to those anticipated from a global biosphere. Here we propose a class of met…
  arxiv Michaela Leung, Edward W. Schwieterman, Mary N. Parenteau, Thomas J. Fauchez 2022-08-15T18:22:26Z 置信度 0.78 astro-ph.EP
• Exoplanet Biosignatures: Understanding Oxygen as a Biosignature in the Context of Its Environment
  Here we review how environmental context can be used to interpret whether O2 is a biosignature in extrasolar planetary observations. This paper builds on the overview of current biosignature research discussed in Schwieterman et al. (2017), and provides an in-…
  arxiv Victoria S. Meadows, Christopher T. Reinhard, Giada N. Arney, Mary N. Parenteau 等 2017-05-22T05:28:59Z 置信度 0.78 astro-ph.EP
• Habitability and Biosignatures
  The search for life beyond the solar system is a central goal in exoplanetary science. Exoplanet surveys are increasingly detecting potentially habitable exoplanets and large telescopes in space and on ground are aiming to detect possible biosignatures in thei…
  arxiv Nikku Madhusudhan 2025-03-29T06:38:36Z 置信度 0.78 astro-ph.EP
• 7th European Workshop on Astrobiology
  Informational polymers were born in the primitive Earth but nothing \nis known about the way(s) from which efficient prebiotic synthetic \nroutes arose. However, in a possible scenario for the origin of life \nthere was a time in which informational genetic po…
  crossref 2008-03-28T11:37:50Z 置信度 0.70
• Just Add Data: Automated Predictive Modeling and BioSignature Discovery
  crossref 2020-06-03T01:04:07Z 置信度 0.70
• Biosignature
  crossref 2023-07-27T09:05:47Z 置信度 0.70
• The search for habitable planets with biosignature gases framed by a ‘Biosignature Drake Equation’
  Abstract The discovery of thousands of exoplanets in the last two decades has uncovered a wide diversity of planets that are very different from those in our own Solar System. Ideas for how to detect signs of life in the variety of planetary possibilities, by …
  crossref Sara Seager 2017-05-24T01:42:18Z 置信度 0.70
• Exploring Low-Temperature Dolomite as a Biosignature
  Carbonates are prevalent in the geologic record throughout Earth's history and are also found on Mars and within meteorites. The chemical and isotopic compositions of carbonates have been used to elucidate the composition of ancient oceans and the prevailing c…
  crossref Mónica Sánchez-Román 2024-03-11T10:07:27Z 置信度 0.70
• Translation as a Biosignature
  Abstract Life on Earth relies on mechanisms to store heritable information and translate this information into cellular machinery required for biological activity. In all known life, storage, regulation, and translation are provided by DNA, RNA, and ribosomes.…
  europepmc Jordan M. McKaig, MinGyu Kim, Christopher E. Carr 2023 置信度 0.80
• Insights into Biosignature Preservation and Detection in Ironstone
  crossref Dustin Heese, Robert Goldstein, Claire Marshall 2026-06-22T18:01:17Z 置信度 0.70
• Nitrogen in red rocks: a biosignature for Mars exploration?
  crossref Eva Stüeken 2025-03-17T14:59:06Z 置信度 0.70
• When is Chemical Disequilibrium in Earth-like Planetary Atmospheres a Biosignature versus an Anti-biosignature? Disequilibria from Dead to Living Worlds
  Abstract Chemical disequilibrium in exoplanetary atmospheres (detectable with remote spectroscopy) can indicate life. The modern Earth’s atmosphere–ocean system has a much larger chemical disequilibrium than other solar system planets with atmospheres because …
  crossref Nicholas F. Wogan, David C. Catling 2020-04-06T12:13:15Z 置信度 0.70
• Biosedimentology of Thermal Features in the Uzon Caldera, Kamchatka, Russia : Implications for Biosignature Formation
  crossref Jessica Goin 2022-11-19T00:40:45Z 置信度 0.70
• Extraterrestrial Life
  An overheard (fictional) conversation between a terrestrial speaker and a representative alien from some other planet orbiting some other star. The conversation touches on moral and spiritual issues. The main aim is to make the attempt not to be parochial.
  crossref Andrew Steane 2018-07-19T22:17:47Z 置信度 0.70
• Historical Literature on the Theology of Extraterrestrial Life
  crossref 2023-09-01T20:21:45Z 置信度 0.70
• THE SEARCH FOR EXTRATERRESTRIAL LIFE-FROM RELIGION TO SCIENCE
  crossref 2023-09-19T14:13:10Z 置信度 0.70
• Ecology ? Extraterrestrial life
  crossref 2004-11-26T05:13:53Z 置信度 0.70
• Eclipse ? Extraterrestrial life
  crossref 2004-11-26T04:55:06Z 置信度 0.70
• A Historical Introduction to the Search for Extraterrestrial Life
  crossref Michael D. Papagiannis 2011-10-04T04:10:35Z 置信度 0.70
• Extraterrestrial ‘Anthropology,’ Xenobiology, Morphology, and Theological Systems
  crossref 2023-09-01T20:21:45Z 置信度 0.70
• APPENDIX
  crossref 2024-11-20T21:00:32Z 置信度 0.70
• Epilogue
  crossref Lewis S. Ford 2025-11-21T13:18:47Z 置信度 0.70
• Extraterrestrial Life The Search for Extraterrestrial Life, Vol. 22 J. S. Hanrahan
  Extraterrestrial Life Get access The Search for Extraterrestrial Life, Vol. 22, edited by Hanrahan J. S., Advances in the Astronautical Sciences, An American Astronautical Society Publication, Scholarly Publications, Inc.. Sun Valley, Calif. 1968, 377 p., illu…
  crossref Elie Shneour 2006-04-25T19:45:59Z 置信度 0.70
• Introduction
  crossref Andrew M. Davis 2025-11-21T13:18:47Z 置信度 0.70
• A Darker Forest?
  crossref Roland Faber 2025-11-21T13:18:47Z 置信度 0.70
• The SETI Institute’s Earthling Project
  crossref 2019-05-29T10:43:26Z 置信度 0.70
• Single-Electron Tracking (SETI)
  crossref Aleksandr Romanov 2024-06-09T02:05:20Z 置信度 0.70
• Evo-SETI: A Mathematical Tool for Cladistics, Evolution, and SETI
  The discovery of new exoplanets makes us wonder where each new exoplanet stands along its way to develop life as we know it on Earth. Our Evo-SETI Theory is a mathematical way to face this problem. We describe cladistics and evolution by virtue of a few statis…
  crossref Claudio Maccone 2021-02-26T10:10:14Z 置信度 0.70 q-bio.PEastro-ph.EPmath.PR
• Possible Extraterrestrial Focal SETI and Its Implications for Terrestrial SETI
  crossref Nicolò Antonietti, Paolo Musso 2025-01-31T21:08:46Z 置信度 0.70
• SETI
  crossref 2012-02-08T06:25:52Z 置信度 0.70
• Yale, Jean Seti
  crossref Jeremy Rich 2020-02-12T15:21:49Z 置信度 0.70
• Seti I
  crossref Joyce Tyldesley 2020-02-12T15:20:43Z 置信度 0.70
• SETI History
  crossref 2012-02-08T11:25:52Z 置信度 0.70
• SETI Space Missions
  crossref Claudio Maccone 2021-02-26T10:10:14Z 置信度 0.70
• Chapter 7 The Birth of SETI
  crossref 2022-10-29T12:40:15Z 置信度 0.70
• Epilogue: Evolution, progress, and SETI
  crossref Claudio Maccone 2012-08-29T12:10:59Z 置信度 0.70
• Introducing SETI
  crossref 2021-11-07T20:22:56Z 置信度 0.70
• Habitability Factors
  crossref Stephen R Kane 2021-12-14T10:11:32Z 置信度 0.70
• Planetary Fundamentals
  crossref Stephen R Kane 2021-12-14T10:11:32Z 置信度 0.70
• 6. Planetary climate and habitability
  ‘Planetary climate and habitability’ studies planetary climate, particularly the way an atmosphere affects temperature and a planet's habitability. The entire temperature profile, from the planet's centre to the tenuous outer reaches of its atmosphere (if it h…
  crossref Raymond T. Pierrehumbert 2021-12-09T04:22:49Z 置信度 0.70
• Planetary Rings
  crossref 2019-07-26T07:13:33Z 置信度 0.70
• Planetary Atmospheres
  crossref 2019-07-26T07:13:33Z 置信度 0.70
• Planetary Satellites
  crossref 2018-05-28T10:05:46Z 置信度 0.70
• Habitability
  crossref 2018-07-19T05:45:30Z 置信度 0.70
• Stellar Activity and Habitability
  crossref 2018-07-19T01:45:30Z 置信度 0.70
• Recent Planetary Images
  crossref 2018-05-28T10:05:46Z 置信度 0.70
• Planetary Habitability
  Understanding planetary habitability is one of the major challenges of the current scientific era, and is a vast inter-disciplinary undertaking that combines planetary science, climate science, and stellar astrophysics. This book provides an overview of the ma…
  crossref Stephen R Kane 2021-12-02T16:21:56Z 置信度 0.70 HabitabilityAstrobiologyPhysicsPlanetAstronomy
• The status of spectroscopic data for the exoplanet characterisation missions
  crossref J. Tennyson, S. N. Yurchenko 2016-12-11T09:43:18Z 置信度 0.70
• Timing
  crossref 2018-08-28T07:09:34Z 置信度 0.70
• Notation
  crossref 2011-07-20T10:03:08Z 置信度 0.70
• Transiting planets
  crossref 2011-07-20T10:03:08Z 置信度 0.70
• Astrobiology in Europe: The European Astrobiology Network Association
  crossref André Brack 2005-10-14T11:46:30Z 置信度 0.70
• Astrobiology LiteratureWatch
  crossref 2002-07-26T18:11:36Z 置信度 0.70
• Transiting Exoplanet Survey Satellite
  The Transiting Exoplanet Survey Satellite (TESS) will search for planets transiting bright and nearby stars. TESS has been selected by NASA for launch in 2017 as an Astrophysics Explorer mission. The spacecraft will be placed into a highly elliptical 13.7-day …
  openalex G. Ricker, Joshua N. Winn, R. Vanderspek, David W. Latham 等 2014-10-24 置信度 0.72 ExoplanetPlanetPhysicsAstronomyStars
• The NASA Exoplanet Archive: Data and Tools for Exoplanet Research
  We describe the contents and functionality of the NASA Exoplanet Archive, a database and toolset funded by NASA to support astronomers in the exoplanet community. The current content of the database includes interactive tables containing properties of all publ…
  openalex Rachel Akeson, X. Chen, David R. Ciardi, Megan Crane 等 2013-07-19 置信度 0.72 ExoplanetEphemerisKeplerLight curvePlanet
• Catalog of Nearby Exoplanets
  We present a catalog of nearby exoplanets. It contains the 172 known low-mass companions with orbits established through radial velocity and transit measurements around stars within 200 pc. We include five previously unpublished exoplanets orbiting the stars H…
  openalex R. Paul Butler, Jason T. Wright, Geoffrey W. Marcy, Debra A. Fischer 等 2006-07-20 置信度 0.72 ExoplanetPhysicsRadial velocityStarsObservatory
• Transiting Exoplanet Survey Satellite (TESS)
  The Transiting Exoplanet Survey Satellite (TESS ) will search for planets transiting bright and nearby stars. TESS has been selected by NASA for launch in 2017 as an Astrophysics Explorer mission. The spacecraft will be placed into a highly elliptical 13.7-day…
  openalex G. Ricker, Joshua N. Winn, R. Vanderspek, David W. Latham 等 2014-08-02 置信度 0.72 ExoplanetSatelliteAstrobiologyComputer scienceAstronomy
• Mass‐Radius Relationships for Solid Exoplanets
  We use new interior models of cold planets to investigate the mass-radius relationships of solid exoplanets, considering planets made primarily of iron, silicates, water, and carbon compounds. We find that the mass-radius relationships for cold terrestrial mas…
  openalex Sara Seager, Marc J. Kuchner, C. A. Hier‐Majumder, Burkhard Militzer 2007-11-10 置信度 0.72 ExoplanetPlanetRADIUSPlanetary massPolytrope
• Clouds in the atmosphere of the super-Earth exoplanet GJ 1214b
  openalex Laura Kreidberg, Jacob L. Bean, Jean-Michel Désert, Björn Benneke 等 2013-12-23 置信度 0.72 ExoplanetPlanetAtmosphere (unit)AstrobiologyPhysics
• Statistical Properties of Exoplanets
  Since the detection a decade ago of the planetary companion of 51 Peg, more than 200 extrasolar planets have been unveiled, mostly by radial-velocity measurements but also in a few cases by photometric transit observations or in microlensing experiments. They …
  openalex S. Udry, N. C. Santos 2007-06-25 置信度 0.72 ExoplanetPhysicsPlanetRadial velocityTransit (satellite)
• Exoplanet Atmospheres
  At the dawn of the first discovery of exoplanets orbiting Sun-like stars in the mid-1990s, few believed that observations of exoplanet atmospheres would ever be possible. After the 2002 Hubble Space Telescope detection of a transiting exoplanet atmosphere, man…
  openalex Sara Seager, Drake Deming 2010-08-01 置信度 0.72 ExoplanetAstrobiologyPhysicsPlanetAstronomy
• A continuum from clear to cloudy hot-Jupiter exoplanets without primordial water depletion
  openalex David K. Sing, Jonathan J. Fortney, Nikolay Nikolov, Hannah R. Wakeford 等 2015-12-14 置信度 0.72 ExoplanetPhysicsPlanetHot JupiterAtmosphere (unit)
• An abundance of small exoplanets around stars with a wide range of metallicities
  openalex Lars A. Buchhave, David W. Latham, Anders Johansen, Martin Bizzarro 等 2012-06-01 置信度 0.72 ExoplanetPhysicsMetallicityPlanetTerrestrial planet
• SPHERE: the exoplanet imager for the Very Large Telescope
  Observations of circumstellar environments that look for the direct signal of exoplanets and the scattered light from disks have significant instrumental implications. In the past 15 years, major developments in adaptive optics, coronagraphy, optical manufactu…
  openalex J.-L. Beuzit, A. Vigan, D. Mouillet, K. Dohlen 等 2019-09-25 置信度 0.72 ExoplanetPhysicsSpectrographIntegral field spectrographTelescope
• Defining and cataloging exoplanets: the exoplanet.eu database
  We describe an online database for extrasolar planetary-mass candidates, which is updated regularly as new data are available. We first discuss criteria for inclusion of objects in the catalog: “definition” of a planet and several aspects of the confidence lev…
  openalex Jean Schneider, C. Dedieu, Pierre Le Sidaner, Renaud Savalle 等 2011-06-22 置信度 0.72 ExoplanetPlanetComputer scienceVirtual observatoryObservatory
• Exoplanet research
  crossref 2015-07-10T19:02:00Z 置信度 0.70
• Chemical modeling of exoplanet atmospheres
  crossref O. Venot, M. Agúndez 2016-12-11T09:43:18Z 置信度 0.70
• Exoplanet Systems and Their Stars
  This chapter highlights the amazing diversity of exoplanet worlds: planets can orbit neutron stars and giant stars, evaporate in the heat of their stars or have deep oceans, and may suffer from everlasting daysides and nightsides. A few enjoy two or more suns,…
  crossref Karel Schrijver 2018-07-19T22:04:32Z 置信度 0.70
• Topical issue on EChO - the Exoplanet Characterisation Observatory
  crossref Giovanna Tinetti, Pierre Drossart 2016-12-11T09:43:18Z 置信度 0.70
• exoplanet, n.
  crossref 2023-07-21T06:48:31Z 置信度 0.70
• Twenty-Five Years of Exoplanet Discoveries: The Exoplanet Hosts
  crossref Bárbara Rojas-Ayala 2023-04-13T06:26:25Z 置信度 0.70
• Clustering the Exoplanet Database; Unraveling Hidden Patterns in Exoplanet Populations using UnsupervisedMachine Learning Techniques
  Advances in exoplanet detection methods have steadily increased the number of known planets. With more than 6000 confirmed by early 2026, exoplanet catalogs now enable increasingly powerful statistical studies of planetary populations. However, every detection…
  crossref Hendrik Schmerling, Rok Hribar, Sascha Grziwa, Martin Pätzold 2026-07-02T16:32:44Z 置信度 0.70
• Astrometry
  crossref 2018-08-28T07:09:34Z 置信度 0.70
• Secondary Ion-Ice Chemistry in UV-Irradiated Oxygen Ice: New Astrochemical Models Including Bulk Ionic Species.
  pubmed Darnell K, Lopez-Sanders D, Warren D, Carroll RA 等 2026 Jul 16 置信度 0.82
• Planetary-mass exosatellite detected around the substellar companion of a star.
  pubmed Hoy K, Zurlo A, Peña R PA, Köhler J 等 2026 Jul 置信度 0.82
• B-type host stars revealed by exoplanets around massive secondary-clump giant stars.
  pubmed Lin WX, Qian SB, Sun QB, Zhu LY 等 2026 Jul 20 置信度 0.82
• The EXoplanet Climate Infrared TElescope (EXCITE): A balloon-borne mission to measure spectroscopic phase curves of transiting hot Jupiters.
  pubmed Rehm TD, Altermatt C, Bernard L, Bocchieri A 等 2026 Jul 1 置信度 0.82
• Found: a rocky exoplanet with an atmosphere - could it host life?
  pubmed Shenai D 2026 Jul 17 置信度 0.82
• Helium escaping from the atmosphere of a nearby rocky exoplanet orbiting in a habitable zone.
  pubmed Cherubim C, Vissapragada S, Cunningham T, Meech AG 等 2026 Jul 16 置信度 0.82
• Effect of Laboratory Reagents for Cleaning Modern Contamination on the δ(15)N Integrity of Nitrogen-Poor Samples.
  pubmed Bubphamanee K, Schauer A, Buick R 2026 Oct 15 置信度 0.82
• Evolution and Observable Properties of Rocky Planet Atmospheres.
  pubmed Steinmeyer ML, Noack L, Baumeister P, Hamano K 等 2026 置信度 0.82
• The NASA Astrobiology Roadmap
  The NASA Astrobiology Roadmap provides guidance for research and technology development across the NASA enterprises that encompass the space, Earth, and biological sciences. The ongoing development of astrobiology roadmaps embodies the contributions of diverse…
  openalex David J. Des Marais, Joseph A. Nuth, L. J. Allamandola, Alan P. Boss 等 2008-08-01 置信度 0.72 AstrobiologyHabitabilityExtraterrestrial lifeSpace explorationEarth science
• Encyclopedia of Astrobiology
  Now in its 3rd edition the Encyclopedia of Astrobiology serves as the key to a common understanding in the interdisciplinary community of astrobiologists.
  openalex Muriel Gargaud, Ricardo Amils, José Cernicharo Quintanilla, Henderson James (Jim) Cleaves 等 2011-01-01 置信度 0.72 EncyclopediaAstrobiologyComputer scienceLibrary sciencePhysics
• The Theoretical Foundation of Socratic Tests: Dynamic, Multimodal, Conversational Examinations
  Traditional static assessments rely on a subtractive, deficit-based grading model that often penalizes ambition and obscures diagnostic feedback. Conversely, traditional face-to-face oral examinations introduce severe construct-irrelevant variance by exacerbat…
  arxiv Ilya Mikhelson 2026-07-31T16:57:49Z 置信度 0.90
• CENDRe: Concept Extraction with Natural Domain Representations
  Convolutional neural networks (CNNs) are widely used for time-series classification, but their deployment in critical domains requires understanding the temporal and spectral patterns that drive their predictions. Concept extraction (CE) methods identify such …
  arxiv Antonia Holzapfel, Andres Felipe Posada Moreno, Sebastian Trimpe 2026-07-31T16:56:27Z 置信度 0.90
• TraceViT: Grounded Trace Supervision for Visual Abstract Reasoning
  The Abstraction and Reasoning Corpus (ARC) tests whether a model can infer an unseen transformation from a few input-output examples and apply it to a new grid. Looped visual reasoners refine predictions over multiple iterations, but conventional training cons…
  arxiv Binnan Liu, Yechi Ma, Tian Xie, Wei Hua 2026-07-31T16:09:44Z 置信度 0.90
• MOT-SR: Multi-Objective Tool-Augmented Scientific Equation Discovery with Large Language Models
  Symbolic Regression (SR) aims to discover analytical equations from observational data and plays a central role in scientific modeling. While recent Large Language Model (LLM) based approaches show promise, they face two limitations. First, they lack data anal…
  arxiv Boxiao Wang, Runxiang Wang, Kai Li, Chongming Li 等 2026-07-31T15:52:07Z 置信度 0.90
• Evolving language compositionality in a frequency-structured meaning space
  The iterated learning model was introduced to investigate language evolution: the way in which the characteristic properties of human languages have been shaped, at least partly, by repeated transmission from one language user to another. The key finding is th…
  arxiv Fabio De Ponte, Eloise Gaines-White, Conor Houghton, Seth Bullock 2026-07-31T17:18:57Z 置信度 0.90
• WCM: A World Critic Model for Vision-Language-Action Reinforcement Learning
  Reinforcement learning (RL) post-training of Vision-Language-Action (VLA) models has shown strong promise for robotic manipulation. Among RL methods, critic-based approaches rely on a value estimator that predominantly operates on single-frame observations or …
  arxiv Senyu Fei, Xiaopeng Yu, Siyin Wang, Xianzhong Zhao 等 2026-07-31T16:48:45Z 置信度 0.90
• Zero-Mem: Zero-Token Memory Operations for LLM Agents
  LLM agents need memory to act consistently over long interactions, yet many systems use additional LLM calls to operate that memory. Generating intermediate records and mediating their retrieval adds recurring token and time costs, while omitted or merged deta…
  arxiv Yilin Xiao, Zhehan Zhu, Yujing Zhang, Jin Chen 等 2026-07-31T13:01:06Z 置信度 0.90
• Toward Robust and 3D-Aware RGB-NIR Imaging in the Dark
  Robust low-light imaging remains challenging for the community. Recent studies have explored fusing Near-Infrared (NIR) with noisy RGB to achieve improved enhancement, yet most methods depend on carefully curated training data pairs, with limited robustness un…
  arxiv Muyao Niu, Mingze Ma, Yifan Zhan, Qingtian Zhu 等 2026-07-31T17:59:18Z 置信度 0.90
• CodeShrink: Adaptive Visual Compression for Efficient Multimodal Code Understanding
  Rendering source code as images offers a promising way to reduce the input costs of Multimodal Large Language Models (MLLMs). Adjusting image resolution can trade visual token cost against content fidelity. However, resolution scaling alone overlooks two sourc…
  arxiv Wenxin Tang, Jingyu Xiao, Zhenyu Liu, Zipeng Xie 等 2026-07-31T17:15:51Z 置信度 0.90
• FlexComposer: Unified Video Compositing from Images to Dynamic Footage with Flexible Trajectory Control
  Generative video compositing, which involves inserting external assets seamlessly into existing video sequences, is essential for content creation and visual effects. However, existing approaches suffer from a control-fidelity trade-off: they either hallucinat…
  arxiv Songchun Zhang, Sitong Guo, Xianghao Kong, Pengwei Liu 等 2026-07-31T16:59:46Z 置信度 0.90
• CoDe-SSM: Context-Detail Decoupled State Space Model for Efficient UHD Image Restoration
  Ultra-high-definition (UHD) image restoration must balance the aggregation of spatially recurring degradation cues with the preservation of localized image structures. Compact aggregation can reduce redundant processing but may attenuate edges, textures, and o…
  arxiv Jiaxu Su, Zhijian Wu, Jun Li, Bo Zhang 等 2026-07-31T16:23:06Z 置信度 0.90
• The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs
  Parameter-Efficient Fine-Tuning (PEFT) commonly adapts large language models using a single shared Low-Rank Adapter (LoRA). This shared optimization space often suffers from interference when adapting heterogeneous task sequences, leading to poor transfer and …
  arxiv Jiajia Tang, Sizhe Yuen, Francisco Gomez Medina, Yali Du 等 2026-07-31T16:33:18Z 置信度 0.90