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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

VI-OOD: A Unified Framework of Representation Learning for Textual Out-of-distribution Detection COLING 2024
What Happens to a Dataset Transformed by a Projection-based Concept Removal Method? COLING 2024
Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning AAAI 2024
Exploring Diverse Representations for Open Set Recognition AAAI 2024
Unveiling Semantic Information in Sentence Embeddings COLING 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning AAAI 2024
Towards Fast Cognate Alignment on Imbalanced Data COLING 2024
Out-of-Distribution Detection in Long-Tailed Recognition with Calibrated Outlier Class Learning AAAI 2024
Impartial Adversarial Distillation: Addressing Biased Data-Free Knowledge Distillation via Adaptive Constrained Optimization AAAI 2024
Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024
EVil-Probe - a Composite Benchmark for Extensive Visio-Linguistic Probing COLING 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
Mimic: Speaking Style Disentanglement for Speech-Driven 3D Facial Animation AAAI 2024
VLN-Video: Utilizing Driving Videos for Outdoor Vision-and-Language Navigation AAAI 2024
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024
Self-Supervised Representation Learning with Meta Comprehensive Regularization AAAI 2024
No More Shortcuts: Realizing the Potential of Temporal Self-Supervision AAAI 2024
Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024
FAIR-FER: A Latent Alignment Approach for Mitigating Bias in Facial Expression Recognition (Student Abstract) AAAI 2024
Learning from an Infant’s Visual Experience AAAI 2024
Regeneration Learning: A Learning Paradigm for Data Generation AAAI 2024
Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models AAAI 2024
Selective and Orthogonal Feature Activation for Pedestrian Attribute Recognition AAAI 2024
Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning AAAI 2024