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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Multimodal Representation Loss Between Timed Text and Audio for Regularized Speech Separation INTERSPEECH 2024
RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024
Understanding Dark Scenes by Contrasting Multi-Modal Observations WACV 2024
Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024
Kaizen: Practical Self-Supervised Continual Learning With Continual Fine-Tuning WACV 2024
OOD Aware Supervised Contrastive Learning WACV 2024
Domain Adaptive 3D Shape Retrieval From Monocular Images WACV 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
OmniVec: Learning Robust Representations With Cross Modal Sharing WACV 2024
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation WACV 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024
Weakly-Supervised Representation Learning for Video Alignment and Analysis WACV 2024
Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin WACV 2024
Holistic Representation Learning for Multitask Trajectory Anomaly Detection WACV 2024
Revisiting Pixel-Level Contrastive Pre-Training on Scene Images WACV 2024
SVSNet+: Enhancing Speaker Voice Similarity Assessment Models with Representations from Speech Foundation Models INTERSPEECH 2024
AVCap: Leveraging Audio-Visual Features as Text Tokens for Captioning INTERSPEECH 2024
Parameter-efficient Fine-tuning of Speaker-Aware Dynamic Prompts for Speaker Verification INTERSPEECH 2024
Tackling Missing Modalities in Audio-Visual Representation Learning Using Masked Autoencoders INTERSPEECH 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
Continual Learning in an Open and Dynamic World AAAI 2024
Knowledge Enhanced Representation Learning for Drug Discovery AAAI 2024