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Representation Learning

2843 directly classified papers

Papers per year

Papers

Contrastive Flow Matching ICCV 2025
The discordance between embedded ethics and cultural inference in large language models EMNLP 2025
Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025
Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video ICCV 2025
Pretrained Reversible Generation as Unsupervised Visual Representation Learning ICCV 2025
Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning ICCV 2025
What's in a Latent? Leveraging Diffusion Latent Space for Domain Generalization ICCV 2025
Learning Separable Fine-Grained Representation via Dendrogram Construction from Coarse Labels for Fine-grained Visual Recognition ICCV 2025
Temporal Rate Reduction Clustering for Human Motion Segmentation ICCV 2025
Embodied Representation Alignment with Mirror Neurons ICCV 2025
On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025
Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance ICCV 2025
An Empirical Study of Autoregressive Pre-training from Videos ICCV 2025
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025
SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025
CTYUN-AI at SemEval-2025 Task 1: Learning to Rank for Idiomatic Expressions ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025
Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis EMNLP 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction ACL 2025
LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025
CarMem: Enhancing Long-Term Memory in LLM Voice Assistants through Category-Bounding COLING 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025