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Representation Learning

2843 directly classified papers

Papers per year

Papers

VCSearch: Bridging the Gap Between Well-Defined and Ill-Defined Problems in Mathematical Reasoning EMNLP 2025
CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment EMNLP 2025
Neuron-Level Differentiation of Memorization and Generalization in Large Language Models EMNLP 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs EMNLP 2025
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning EMNLP 2025
Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models EMNLP 2025
Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation ICCV 2025
StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning ICCV 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025
A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment ICCV 2025
Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025
UniVerse: Unleashing the Scene Prior of Video Diffusion Models for Robust Radiance Field Reconstruction ICCV 2025
SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based Image Editing ICCV 2025
Make Me Happier: Evoking Emotions Through Image Diffusion Models ICCV 2025
Deep Space Weather Model: Long-Range Solar Flare Prediction from Multi-Wavelength Images ICCV 2025
SILO: Solving Inverse Problems with Latent Operators ICCV 2025
Autoregressive Denoising Score Matching is a Good Video Anomaly Detector ICCV 2025
Feature Coding in the Era of Large Models: Dataset, Test Conditions, and Benchmark ICCV 2025
CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025
PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025
Prior-aware Dynamic Temporal Modeling Framework for Sequential 3D Hand Pose Estimation ICCV 2025
RAW-Diffusion: RGB-Guided Diffusion Models for High-Fidelity RAW Image Generation WACV 2025