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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

CyCLIP: Cyclic Contrastive Language-Image Pretraining NIPS 2022
Exact learning dynamics of deep linear networks with prior knowledge NIPS 2022
Sketching based Representations for Robust Image Classification with Provable Guarantees NIPS 2022
Self-Supervised Learning Through Efference Copies NIPS 2022
Enhancing Chinese Pre-trained Language Model via Heterogeneous Linguistics Graph ACL 2022
MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective ACL 2022
Learning Bias-reduced Word Embeddings Using Dictionary Definitions ACL 2022
Energy-Based Contrastive Learning of Visual Representations NIPS 2022
Word2Box: Capturing Set-Theoretic Semantics of Words using Box Embeddings ACL 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations ACL 2022
RuCCoN: Clinical Concept Normalization in Russian ACL 2022
The Unsurprising Effectiveness of Pre-Trained Vision Models for Control ICML 2022
Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022
Decompose the Sounds and Pixels, Recompose the Events AAAI 2022
On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals AAAI 2022
Contrastive Instruction-Trajectory Learning for Vision-Language Navigation AAAI 2022
Learning Disentangled Semantic Representations for Zero-Shot Cross-Lingual Transfer in Multilingual Machine Reading Comprehension ACL 2022
A Closer Look at How Fine-tuning Changes BERT ACL 2022
Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022
Image-text Retrieval: A Survey on Recent Research and Development IJCAI 2022
Bridging the Gap between Reality and Ideality of Entity Matching: A Revisiting and Benchmark Re-Construction IJCAI 2022
Towards Universal Backward-Compatible Representation Learning IJCAI 2022
Inherent Tradeoffs in Learning Fair Representations JMLR 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
RePre: Improving Self-Supervised Vision Transformer with Reconstructive Pre-training IJCAI 2022