Representation Learning

Dense Events Grounding in Video AAAI 2021 Densely connected normalizing flows NeurIPS 2021 Deriving Contextualised Semantic Features from BERT (and Other Transformer Model) Embeddings ACL 2021 Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection ACL 2021 Describing and Localizing Multiple Changes With Transformers ICCV 2021 Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces IJCAI 2021 Detecting Anatomical and Functional Connectivity Relations in Biomedical Literature via Language Representation Models NAACL 2021 Detecting Beneficial Feature Interactions for Recommender Systems AAAI 2021 Detecting Cognitive Distortions from Patient-Therapist Interactions NAACL 2021 Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NeurIPS 2021 Detecting Lexical Semantic Change across Corpora with Smooth Manifolds (Student Abstract) AAAI 2021 Detecting Moments and Highlights in Videos via Natural Language Queries NeurIPS 2021 Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 DiaLex: A Benchmark for Evaluating Multidialectal Arabic Word Embeddings EACL 2021 DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings EMNLP 2021 Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021 DialogueTRM: Exploring Multi-Modal Emotional Dynamics in a Conversation EMNLP 2021 Dictionary-based Debiasing of Pre-trained Word Embeddings EACL 2021 Differentiable Allophone Graphs for Language-Universal Speech Recognition Interspeech 2021 Differentiable Inductive Logic Programming for Structured Examples AAAI 2021 Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing CVPR 2021 Differentiable Multiple Shooting Layers NeurIPS 2021 Differentiable Patch Selection for Image Recognition CVPR 2021 Differentiable Spatial Planning using Transformers ICML 2021 Differentiable Synthesis of Program Architectures NeurIPS 2021