representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-aligned Temporal Modeling and Discriminative Dynamic Representation Learning ICCV 2025

Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding ACL 2025

SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025

Improving Multimodal Learning via Imbalanced Learning ICCV 2025

Constructing Fair Latent Space for Intersection of Fairness and Explainability AAAI 2025

Enhancing Partially Relevant Video Retrieval with Hyperbolic Learning ICCV 2025

DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025

GRAIN: Multi-Granular and Implicit Information Aggregation Graph Neural Network for Heterophilous Graphs AAAI 2025

Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025

Mobility Data Representations for Spatiotemporal Tasks AAAI 2025

ATAS: Any-to-Any Self-Distillation for Enhanced Open-Vocabulary Dense Prediction ICCV 2025

Deep Variational Multivariate Information Bottleneck - A Framework for Variational Losses JMLR 2025

Point Cloud Self-supervised Learning via 3D to Multi-view Masked Learner ICCV 2025

Sparse Fine-Tuning of Transformers for Generative Tasks ICCV 2025

Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025

Substitute Adjustment via Recovery of Latent Variables JMLR 2025

UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks AAAI 2025

Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations ICCV 2025

Agreement aware and dissimilarity oriented GLOM ICCV 2025

Harnessing Text-to-Image Diffusion Models for Point Cloud Self-Supervised Learning ICCV 2025

ZeroMamba: Exploring Visual State Space Model for Zero-Shot Learning AAAI 2025

GigaTok: Scaling Visual Tokenizers to 3 Billion Parameters for Autoregressive Image Generation ICCV 2025

Identifying and Reusing Learnwares Across Different Label Spaces IJCAI 2025

CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation IJCAI 2025