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Representation Learning

18863 directly classified papers

Papers per year

Papers

REGEN: Learning Compact Video Embedding with (Re-)Generative Decoder ICCV 2025
End-to-End Multi-Modal Diffusion Mamba ICCV 2025
Long-Context State-Space Video World Models ICCV 2025
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization EMNLP 2025
Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations ICCV 2025
Interpretable point cloud classification using multiple instance learning ICCV 2025
TopicGeo: An Efficient Unified Framework for Geolocation ICCV 2025
Text-to-Any-Skeleton Motion Generation Without Retargeting ICCV 2025
Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025
GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion ACL 2025
Is CLIP ideal? No. Can we fix it? Yes! ICCV 2025
Preacher: Paper-to-Video Agentic System ICCV 2025
ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks ACL 2025
Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025
A Hidden Stumbling Block in Generalized Category Discovery: Distracted Attention ICCV 2025
Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025
Can Input Attributions Explain Inductive Reasoning in In-Context Learning? ACL 2025
How do Transformer Embeddings Represent Compositions? A Functional Analysis ACL 2025
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement AAAI 2025
Pre-trained Language Models Learn Remarkably Accurate Representations of Numbers EMNLP 2025
PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders ACL 2025
Universality of Real Minimal Complexity Reservoir AAAI 2025
CtrlShift: Steering Language Models for Dense Quotation Retrieval with Dynamic Prompts AACL 2025