Representation Learning

Balancing Lexical and Semantic Quality in Abstractive Summarization ACL 2023 Balancing Logit Variation for Long-Tailed Semantic Segmentation CVPR 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance NeurIPS 2023 BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction ICCV 2023 BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval ACL 2023 BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023 Best-k Search Algorithm for Neural Text Generation ACL 2023 Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023 Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023 Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis NeurIPS 2023 Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating AAAI 2023 Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023 BIFRNet: A Brain-Inspired Feature Restoration DNN for Partially Occluded Image Recognition AAAI 2023 Biomechanics-Guided Facial Action Unit Detection Through Force Modeling CVPR 2023 Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023 BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation ACL 2023 Boundary-Aware Backward-Compatible Representation via Adversarial Learning in Image Retrieval CVPR 2023 Bounding Evidence and Estimating Log-Likelihood in VAE AISTATS 2023 BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning AAAI 2023 Bridging the Gap Between Model Explanations in Partially Annotated Multi-Label Classification CVPR 2023 Bridging the Granularity Gap for Acoustic Modeling ACL 2023 Byte Pair Encoding for Symbolic Music EMNLP 2023 Canonical normalizing flows for manifold learning NeurIPS 2023 Cell Variational Information Bottleneck Network ACML 2023