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Representation Learning

4516 directly classified papers

Papers per year

Papers

Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors AAAI 2025
TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning ICCV 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces ICCV 2025
SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025
Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 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
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025
Driving in the Occupancy World: Vision-Centric 4D Occupancy Forecasting and Planning via World Models for Autonomous Driving AAAI 2025
EvSTVSR: Event Guided Space-Time Video Super-Resolution AAAI 2025
Something’s Fishy in the Data Lake: A Critical Re-evaluation of Table Union Search Benchmarks ACL 2025
What Can We Learn From MIMO Graph Convolutions? IJCAI 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025
How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation AAAI 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Bi-Directional Multi-Scale Graph Dataset Condensation via Information Bottleneck AAAI 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025