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Representation Learning

4516 directly classified papers

Papers per year

Papers

Potential Field Based Deep Metric Learning CVPR 2025
TIDE: Training Locally Interpretable Domain Generalization Models Enables Test-time Correction CVPR 2025
Language Pre-training Guided Masking Representation Learning for Time Series Classification AAAI 2025
Learning Multiple User Distributions for Recommendation via Guided Conditional Diffusion AAAI 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
Out-of-Distribution Generalization on Graphs via Progressive Inference AAAI 2025
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation WACV 2025
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025
Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion AAAI 2025
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation WACV 2025
Learning Physics Informed Neural ODEs with Partial Measurements AAAI 2025
Learning Visual-Semantic Hierarchical Attribute Space for Interpretable Open-Set Recognition WACV 2025
Self-Attentive Spatio-Temporal Calibration for Precise Intermediate Layer Matching in ANN-to-SNN Distillation AAAI 2025
All-in-One Image Compression and Restoration WACV 2025
Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting AAAI 2025
Shift Equivariant Pose Network WACV 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025
FADE: Why Bad Descriptions Happen to Good Features ACL 2025
Destroy and Repair Using Hyper-Graphs for Routing AAAI 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025
Deep Evidential Hashing for Trustworthy Cross-Modal Retrieval AAAI 2025
Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025