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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

On Semantic Similarity in Video Retrieval CVPR 2021
Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021
Unsupervised Disentanglement of Linear-Encoded Facial Semantics CVPR 2021
VDSM: Unsupervised Video Disentanglement With State-Space Modeling and Deep Mixtures of Experts CVPR 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit CVPR 2021
Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021
Multi-Perspective LSTM for Joint Visual Representation Learning CVPR 2021
Robust Audio-Visual Instance Discrimination CVPR 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
M3P: Learning Universal Representations via Multitask Multilingual Multimodal Pre-Training CVPR 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
Unsupervised Visual Representation Learning by Tracking Patches in Video CVPR 2021
Seeing Out of the Box: End-to-End Pre-Training for Vision-Language Representation Learning CVPR 2021
Introducing Orthogonal Constraint in Structural Probes ACL 2021
OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021
Learning Faithful Representations of Causal Graphs ACL 2021
Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021
EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering ACL 2021
Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021
Measuring and Improving BERT’s Mathematical Abilities by Predicting the Order of Reasoning. ACL 2021
Discrete Cosine Transform as Universal Sentence Encoder ACL 2021
How Many Layers and Why? An Analysis of the Model Depth in Transformers ACL 2021
Inducing Language-Agnostic Multilingual Representations ACL 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021