← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

Diversity-Enhanced Distribution Alignment for Dataset Distillation ICCV 2025
EditCLIP: Representation Learning for Image Editing ICCV 2025
Dissecting Generalized Category Discovery: Multiplex Consensus under Self-Deconstruction ICCV 2025
PS-Mamba: Spatial-Temporal Graph Mamba for Pose Sequence Refinement ICCV 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025
ADCD-Net: Robust Document Image Forgery Localization via Adaptive DCT Feature and Hierarchical Content Disentanglement ICCV 2025
Heatmap Regression without Soft-Argmax for Facial Landmark Detection ICCV 2025
Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space ICCV 2025
UNIS: A Unified Framework for Achieving Unbiased Neural Implicit Surfaces in Volume Rendering ICCV 2025
Progressive Growing of Video Tokenizers for Temporally Compact Latent Spaces ICCV 2025
Adversarial Robustness of Discriminative Self-Supervised Learning in Vision ICCV 2025
G-DexGrasp: Generalizable Dexterous Grasping Synthesis Via Part-Aware Prior Retrieval and Prior-Assisted Generation ICCV 2025
ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement ICCV 2025
SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025
Linear Transformers with Learnable Kernel Functions are Better In-Context Models ACL 2024
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024
Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation ACL 2024
Neural Feature Learning in Function Space JMLR 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval ACL 2024
Overparametrized Multi-layer Neural Networks: Uniform Concentration of Neural Tangent Kernel and Convergence of Stochastic Gradient Descent JMLR 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024
Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding ACL 2024
Prompt Expansion for Adaptive Text-to-Image Generation ACL 2024