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LIVE · 2026-09-04 05:40 UTC

discovery 11 papers this week · +9% WoW

papers mentioning "discovery" in title/abstract · 30d window

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Latest Papers

#TitleAuthorsCatDate
1Seeing Before Synthesizing: VLM-Guided Transition Event Discovery for Weakly-Supervised Dense Video CaptioningYe-Chan Kim, Seunghee Choi, SeungJu Cha +4cs.CV2026-09-03
2Catalogue Photography as a Cold Start: Toward Deployable Carbide Burr RecognitionAbilash Philip Madavath, Chandra Yuvesh Aubeeluck, Augustin Raju +3cs.CV2026-09-03
3Beyond Majority Vote: Multi-Perspective Adjudication for Medical Hallucination DetectionJoe Cecil, Marjorie Freedmancs.CL2026-09-03
#4Comparing Retrieval Methods for Academic Advisor Discovery: A Six-Method Study of 768 CS Faculty Profiles Across 9 US UniversitiesBiraj Subedics.IR2026-09-03
#5ENEAS: Embedding-guided Neural Ensemble for Adaptive SegmentationJavier del Pino, Salvador Rodríguez, Alejandro Garabito +2cs.CV2026-09-03
#6Federated Causal Discovery via Regression-Directed CumulantsPablo Torrijos, Fabio Stella, José A. Gámez +1cs.LG2026-09-03
#7A computable representation of the physical laboratory enables verifiable workflowsXiaobo Li, Luyao Ge, Xiaohui Li +8cs.AI2026-09-03
#8AutoGraphForge: Towards Automated Graph Theory DiscoveryJán Pastorekcs.AI2026-09-03
#9Guide, Not Bind: Why Defeasible Priors Fail in Augmented Lagrangian Causal DiscoverySairam Sundararaman, Sara Girdhar, Manit Narasimha Murthy +2cs.LG2026-09-03
#10SimpleDesign: A Joint Model for Protein Sequence and Structure CodesignJiarui Lu, Yuyang Wang, Yizhe Zhang +4cs.LG2026-09-03
#11Beyond Small Patches: Black-Box Detection and Purification of Diverse Backdoor TriggersAhmed Abdelnaby, Mohamed Elmahallawycs.CV2026-09-02
#12HiPoly: a hierarchical polymer-native AI framework for property prediction and generative designGe Sun, Gervasio Zaldivar, Yuan Tian +5physics.chem-ph2026-09-02
#13ProbeMatchDTI: Probe-Driven Multi-Scale Biochemical Pattern Matching for Drug-Target Interaction PredictionQuan Hao, Mengyue Fan, Zifan Dong +8cs.LG2026-09-02
#14Prototype-guided transfer of sparse literature knowledge for electrolyte additive discoveryWeixiang Hong, Hongting Du, Jiayue Tang +4physics.chem-ph2026-09-02
#15GenCAR: Generative Counterfactual Alignment with Risk-Controlled Selection for Out-of-Distribution RecommendationQianqian Wang, Yunshan Li, Jiawen Zeng +2cs.IR2026-09-02
#16Beyond Context Windows: Persistent Discovery Context for Data-Centric AgentsJalal Mahmudcs.AI2026-09-02
#17HyGRAIL: Cost-Aware and Evidence-Grounded Scientific Hypothesis Discovery over Knowledge GraphsYihang Sun, Zhihan Zhu, Zhiyuan Jiang +3cs.CL2026-09-02
#18When Does Information Sharing Improve Decentralized Discovery? Aggregation, Independent Rescue, and Equilibrium SelectionYohei Nakajimacs.AI2026-09-01
#19Can LLMs Discover Scientific Laws in Real and Parallel Worlds?Yiming Huang, Ziche Liu, Zhuohang Wu +11cs.AI2026-09-01
#20EvoSCM: Scientific Belief Revision Through Causal Model Evolution and ExperimentationQing Zhao, Haowei Li, Weijian Deng +2cs.AI2026-09-01
#21Neuro-Symbolic Geometric Abstraction (NeuSOGA): From Observations to Symbolic Mathematical RepresentationsQingde Li, Qingqi Hong, Zihan Li +1cs.AI2026-09-01
#22PopPert: Population-level Joint-Distribution Modeling for Single-Cell Perturbation PredictionHandong Wang, Jiaxin Qi, Haochen Feng +1q-bio.GN2026-09-01
#23SymFold: Synergizing Evolutionary and Structural Priors for Accurate Protein Inverse FoldingHandong Wang, Jiaxin Qi, Baisheng Lai +1cs.AI2026-09-01
#24REFACTOR-VLA: Unsupervised Library Learning of Typed Motor ProgramsRiyaaz Shaik, Chandru Venkataramancs.LG2026-09-01
#25Autonomous discovery of new structure-plausibility laws for explainable and rapid crystal diagnosis and screeningZhilong Song, Lixue Chengcond-mat.mtrl-sci2026-09-01
#26Neural Symbollic Regression Using Deep Learning and Sparse ModellingRavi Kumar U, Sumitra Scs.LG2026-09-01
#27TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation ExtractionMarco Martinelli, Laura Menottics.CL2026-09-01
#28Ctrl-F-Resist. Practices, Challenges, and Technical Needs of Civil Society Organizations Monitoring the Far-Right OnlineElisabeth Steffen, Helena Mihaljevićcs.HC2026-09-01
#29S^3martCirc: Self-supervised Smart Circuit DiscoveryWendy Zheng, Yinhan He, Liang Wu +1cs.AI2026-09-01
#30Agentic Empirical Asset Pricing: Methodological FoundationsYingjian Pan, Xiaowei Ding, Kay Gieseckecs.AI2026-09-01
#31DeSyR: A Decoupled Symbolic Recovery Framework with PINN-Guided Structure Search and Physics-Informed Coefficient RefinementPancheng Niu, Jun Guo, Qiaolin He +2cs.LG2026-09-01
#32Do General NLP Embeddings Capture Ontological Reasoning?Hamed Babaei Giglou, Jennifer D'Souza, Sören Auercs.CL2026-08-31
#33Flawed in Nature, Perfect through EvolutionJ. M. Diederik Kruijssencs.LG2026-08-31
#34When Does Bigger Help? A Controlled Study of LLM Scale for Ontology LearningHamed Babaei Giglou, Sören Auer, Jennifer D'Souzacs.AI2026-08-31
#35Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research AgentsXuehai Wang, Haowei Qin, Tongxin Liu +6cs.CL2026-08-31
#36Learning the Geometry of Admissible Hypotheses through Inductive Bias in Training DistributionsJames Crowley, Faez Ahmed, Anton van Beekstat.ML2026-08-31
#37One note in three: a verified census of three deployed AI scribes, and the instrument that counted itSebastian Fox, Luke Markham, Ryan Lail +1cs.CL2026-08-31
#38MusGU+: Toward a Musician-Centered Evaluation Framework and Discovery Tool for Generative Music AILaura Ibáñez-Martínez, Roser Batlle-Roca, Xavier Serra +1cs.SD2026-08-31
#39Selection-Aware Stress Testing for Interactive AgentsYang Xu, Chenang Li, Jiefu Zhang +3cs.LG2026-08-31
#40Deploying DeepSeek 175B Locally on a Single Consumer-Grade RTX 4060 Laptop with 32GB RAM for 200k-Scale Protein-Ligand Virtual ScreeningRui Xiao, Yili Xucs.LG2026-08-31
#41TUE-Detector: A Tool-Using Expert MLLM-Based Detector for AI-Generated VideosYichen Wu, Haoxuan Qu, Yongxing Dai +5cs.CV2026-08-31
#42Learning Materials Properties from Scarce Labels and Unlabeled CrystalsWentao Li, Yizhe Chen, Jiangjie Qiu +3cs.LG2026-08-31
#43MolLedger: An Additive Graph Neural Network with Chemically Grounded ADME AttributionsChristina X. Jics.LG2026-08-31
#44ToxLens: A Reproducible Graph-Learning Framework for Leakage-Aware, Uncertainty-Calibrated Molecular Toxicity PredictionMagnus H. Strømme, Alex G. C. de Sá, David B. Aschercs.LG2026-08-31
#45Hi-Q: Hierarchical Evidence-guided Query Refinement for Multi-Hop Question AnsweringJueun Kim, Sungho Park, Wook-Shin Hancs.CL2026-08-31
#46Answer Probing-Guided Search for Diverse Solution Exploration of LLMsYi Fang, Que Shen, Chengpeng Li +6cs.AI2026-08-31
#47FaVOR: LLM-Based Agentic Framework for Factor Mining via Empirical ValidationHyeonjin Kim, Minseok Kim, Seunghyeon Jung +3cs.AI2026-08-31
#48COGTRL: Training LLMs for Scientific Discovery Assistance using Cognitive Traces via Reinforcement LearningShrinidhi Kumbhar Santosh Mashetty Divij Handa Kevin Coutinho, Siddharth Sambhaji Ghule, Chitta Baralcs.CL2026-08-31
#49Can LLM Agents Discover? Evaluating Creativity on ML Engineering TasksShitanshu Bhushan, Yunxiang Zhang, Lu Wangcs.AI2026-08-30
#50Designing for the Next Click: Bandits for Real-Time Page LayoutBhavtosh Rath, Harshith Narasimhamurthy, Bob Eisinger +3cs.LG2026-08-30

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