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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

Eigenlanes: Data-Driven Lane Descriptors for Structurally Diverse Lanes CVPR 2022
Bring Evanescent Representations to Life in Lifelong Class Incremental Learning CVPR 2022
Active Learning by Feature Mixing CVPR 2022
Robust Contrastive Learning Against Noisy Views CVPR 2022
Multi-Modal Extreme Classification CVPR 2022
Learning What Not To Segment: A New Perspective on Few-Shot Segmentation CVPR 2022
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering CVPR 2022
Understanding Deep Contrastive Learning via Coordinate-wise Optimization NIPS 2022
If you’ve trained one you’ve trained them all: inter-architecture similarity increases with robustness UAI 2022
How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NIPS 2022
Improving Self-Supervised Learning by Characterizing Idealized Representations NIPS 2022
Disentangling Visual and Written Concepts in CLIP CVPR 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR INTERSPEECH 2022
Heterogeneous Target Speech Separation INTERSPEECH 2022
Text-Driven Separation of Arbitrary Sounds INTERSPEECH 2022
Generalizable Implicit Hate Speech Detection Using Contrastive Learning COLING 2022
MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022
Measuring Morphological Fusion Using Partial Information Decomposition COLING 2022
Contrastive Data and Learning for Natural Language Processing NAACL 2022
Lacuna Reconstruction: Self-Supervised Pre-Training for Low-Resource Historical Document Transcription NAACL 2022
Learning Representations via a Robust Behavioral Metric for Deep Reinforcement Learning NIPS 2022
Robust Fine-Tuning of Zero-Shot Models CVPR 2022
Object-Category Aware Reinforcement Learning NIPS 2022
Palm up: Playing in the Latent Manifold for Unsupervised Pretraining NIPS 2022