← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025
CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025
Iterative Multilingual Spectral Attribute Erasure EMNLP 2025
Noise-Resistant Video Anomaly Detection via RGB Error-Guided Multiscale Predictive Coding and Dynamic Memory CVPR 2025
Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces CVPR 2025
KVQ: Boosting Video Quality Assessment via Saliency-guided Local Perception CVPR 2025
TailedCore: Few-Shot Sampling for Unsupervised Long-Tail Noisy Anomaly Detection CVPR 2025
Learning Bijective Surface Parameterization for Inferring Signed Distance Functions from Sparse Point Clouds with Grid Deformation CVPR 2025
SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning CVPR 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Navigating Image Restoration with VAR's Distribution Alignment Prior CVPR 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation CVPR 2025
Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025
Learning from Streaming Video with Orthogonal Gradients CVPR 2025
VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025
UnCommon Objects in 3D CVPR 2025
Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection CVPR 2025
SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025
4DGC: Rate-Aware 4D Gaussian Compression for Efficient Streamable Free-Viewpoint Video CVPR 2025
Let Samples Speak: Mitigating Spurious Correlation by Exploiting the Clusterness of Samples CVPR 2025
Not Only Text: Exploring Compositionality of Visual Representations in Vision-Language Models CVPR 2025
DefMamba: Deformable Visual State Space Model CVPR 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025