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Representation Learning

4516 directly classified papers

Papers per year

Papers

Weakly Supervised Contrastive Adversarial Training for Learning Robust Features from Semi-supervised Data CVPR 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
Language-Guided Image Tokenization for Generation CVPR 2025
GIVEPose: Gradual Intra-class Variation Elimination for RGB-based Category-Level Object Pose Estimation CVPR 2025
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm CVPR 2025
CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis CVPR 2025
Open-Canopy: Towards Very High Resolution Forest Monitoring CVPR 2025
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework CVPR 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning CVPR 2025
M^3-VOS: Multi-Phase, Multi-Transition, and Multi-Scenery Video Object Segmentation CVPR 2025
Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025
Neuro-Conceptual Artificial Intelligence: Integrating OPM with Deep Learning to Enhance Question Answering Quality COLING 2025
Shift Equivariant Pose Network WACV 2025
BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025
All-in-One Image Compression and Restoration WACV 2025
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation WACV 2025
TPP-Gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes WACV 2025
TimeBooth: Disentangled Facial Invariant Representation for Diverse and Personalized Face Aging ICCV 2025
Seamlessly Integrating Tree-Based Positional Embeddings into Transformer Models for Source Code Representation ACL 2025
Understanding Verbatim Memorization in LLMs Through Circuit Discovery ACL 2025
Shortcut Learning in Safety: The Impact of Keyword Bias in Safeguards ACL 2025
SUWMIT at BioLaySumm2025: Instruction-based Summarization with Contrastive Decoding ACL 2025
Characterizing Linguistic Shifts in Croatian News via Diachronic Word Embeddings ACL 2025
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions ACL 2025
Polarity inversion operators in PLM ACL 2025