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Representation Learning

4516 directly classified papers

Papers per year

Papers

CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025
Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution ICCV 2025
Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025
MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion ACL 2025
Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025
ADCD-Net: Robust Document Image Forgery Localization via Adaptive DCT Feature and Hierarchical Content Disentanglement ICCV 2025
RANKCLIP: Ranking-Consistent Language-Image Pretraining ICCV 2025
UNIS: A Unified Framework for Achieving Unbiased Neural Implicit Surfaces in Volume Rendering ICCV 2025
Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space 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
Zero-Shot Compositional Video Learning with Coding Rate Reduction ICCV 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025
Hypergraph Clustering Network with Partial Attribute Imputation ICCV 2025
Efficient Multi-Person Motion Prediction by Lightweight Spatial and Temporal Interactions ICCV 2025
TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging ICCV 2025
Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025
Generalized Implicit Neural Representations for Dynamic Molecular Surface Modeling AAAI 2025
Enhancing Identity-Deformation Disentanglement in StyleGAN for One-Shot Face Video Re-Enactment AAAI 2025
LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
MUSTS: MUltilingual Semantic Textual Similarity Benchmark ACL 2025
Sharpening Neural Implicit Functions with Frequency Consolidation Priors AAAI 2025
Improving Factuality with Explicit Working Memory ACL 2025