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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

Enhanced Representation with Contrastive Loss for Long-Tail Query Classification in e-commerce ACL 2022
Detecting Textual Adversarial Examples Based on Distributional Characteristics of Data Representations ACL 2022
Learning Enhanced Representation for Tabular Data via Neighborhood Propagation NIPS 2022
Identifying good directions to escape the NTK regime and efficiently learn low-degree plus sparse polynomials NIPS 2022
VCT: A Video Compression Transformer NIPS 2022
On the Symmetries of Deep Learning Models and their Internal Representations NIPS 2022
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions NIPS 2022
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