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Representation Learning

18863 directly classified papers

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Papers

What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning EMNLP 2025
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025
Confounding Factors in Relating Model Performance to Morphology EMNLP 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025
UniFuse: A Unified All-in-One Framework for Multi-Modal Medical Image Fusion Under Diverse Degradations and Misalignments ICCV 2025
Incorporating Task Progress Knowledge for Subgoal Generation in Robotic Manipulation through Image Edits WACV 2025
Flow Stochastic Segmentation Networks ICCV 2025
Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information EMNLP 2025
Activation Subspaces for Out-of-Distribution Detection ICCV 2025
DART: Distilling Autoregressive Reasoning to Silent Thought EMNLP 2025
Suit the Node Pair to the Case: A Multi-Scale Node Pair Grouping Strategy for Graph-MLP Distillation IJCAI 2025
I2VControl: Disentangled and Unified Video Motion Synthesis Control ICCV 2025
DuoCLR: Dual-Surrogate Contrastive Learning for Skeleton-based Human Action Segmentation ICCV 2025
LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning ICCV 2025
Conditional Information Bottleneck-Based Multivariate Time Series Forecasting IJCAI 2025
TextMaster: A Unified Framework for Realistic Text Editing via Glyph-Style Dual-Control ICCV 2025
Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models EMNLP 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ACL 2025
Video2BEV: Transforming Drone Videos to BEVs for Video-based Geo-localization ICCV 2025
SMP-Attack: Boosting the Transferability of Feature Importance-based Adversarial Attack with Semantics-aware Multi-granularity Patchout ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
Federated Domain Generalization with Domain-specific Soft Prompts Generation ICCV 2025
VideoAuteur: Towards Long Narrative Video Generation ICCV 2025
Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding ICCV 2025
STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning ICCV 2025