Representation Learning

Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors NeurIPS 2023 Bayesian Optimisation of Functions on Graphs NeurIPS 2023 Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process ICML 2023 BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion Interspeech 2023 Behavior Prior Representation learning for Offline Reinforcement Learning ICLR 2023 Be More Active! Understanding the Differences Between Mean and Sampled Representations of Variational Autoencoders JMLR 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 BERT-ERC: Fine-Tuning BERT Is Enough for Emotion Recognition in Conversation AAAI 2023 BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023 BERT Is Not The Count: Learning to Match Mathematical Statements with Proofs EACL 2023 Better Training of GFlowNets with Local Credit and Incomplete Trajectories ICML 2023 Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks CVPR 2023 Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NeurIPS 2023 Beyond Graph Convolutional Network: An Interpretable Regularizer-Centered Optimization Framework AAAI 2023 Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering ICML 2023 Beyond Homophily: Robust Graph Anomaly Detection via Neural Sparsification IJCAI 2023 Beyond Normal: On the Evaluation of Mutual Information Estimators NeurIPS 2023 Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023 Bidirectional Attention as a Mixture of Continuous Word Experts UAI 2023 Bi-Directional Distribution Alignment for Transductive Zero-Shot Learning CVPR 2023 Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023 BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations EMNLP 2023 BirdSoundsDenoising: Deep Visual Audio Denoising for Bird Sounds WACV 2023 BISCUIT: Causal Representation Learning from Binary Interactions UAI 2023 Bispectral Neural Networks ICLR 2023