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Representation Learning

4516 directly classified papers

Papers per year

Papers

AstroLoc: Robust Space to Ground Image Localizer ICCV 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios NAACL 2025
DreamRelation: Relation-Centric Video Customization ICCV 2025
Reverse Probing: Evaluating Knowledge Transfer via Finetuned Task Embeddings for Coreference Resolution NAACL 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025
LLM The Genius Paradox: A Linguistic and Math Expert’s Struggle with Simple Word-based Counting Problems NAACL 2025
What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025
Bridging the Faithfulness Gap in Prototypical Models NAACL 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation WACV 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation WACV 2025
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025
Shift Equivariant Pose Network WACV 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
What Can We Learn From MIMO Graph Convolutions? IJCAI 2025
UPP: Unified Point-Level Prompting for Robust Point Cloud Analysis ICCV 2025