← Learning Types
Deep Learning › Learning Types ›

Representation Learning

4516 directly classified papers

Papers per year

Papers

NeighborRetr: Balancing Hub Centrality in Cross-Modal Retrieval CVPR 2025
Not All Degradations Are Equal: A Targeted Feature Denoising Framework for Generalizable Image Super-Resolution ICCV 2025
Addressing Representation Collapse in Vector Quantized Models with One Linear Layer ICCV 2025
Decoupling Training-Free Guided Diffusion by ADMM CVPR 2025
Geometric Signatures of Compositionality Across a Language Model’s Lifetime ACL 2025
ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025
Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025
CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis ACL 2025
LLMs + Persona-Plug = Personalized LLMs ACL 2025
FineVQ: Fine-Grained User Generated Content Video Quality Assessment CVPR 2025
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation ACL 2025
On Support Samples of Next Word Prediction ACL 2025
Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025
Less Mature is More Adaptable for Sentence-level Language Modeling ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Neuron-Level Sequential Editing for Large Language Models ACL 2025
Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning IJCAI 2025
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025
Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning IJCAI 2025
Cross-modal Collaborative Representation Learning for Text-to-Image Person Retrieval IJCAI 2025
Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space IJCAI 2025
What Can We Learn From MIMO Graph Convolutions? IJCAI 2025
State Feedback Enhanced Graph Differential Equations for Multivariate Time Series Forecasting IJCAI 2025
Tuning the Frequencies: Robust Training for Sinusoidal Neural Networks CVPR 2025