Representation Learning

WikiDBs: A Large-Scale Corpus Of Relational Databases From Wikidata NeurIPS 2024 WISER: Weak Supervision and Supervised Representation Learning to Improve Drug Response Prediction in Cancer ICML 2024 You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection NeurIPS 2024 Your Career Path Matters in Person-Job Fit AAAI 2024 Your contrastive learning problem is secretly a distribution alignment problem NeurIPS 2024 3D Human Pose Estimation via Intuitive Physics CVPR 2023 ABCD: Arbitrary Bitwise Coefficient for De-Quantization CVPR 2023 Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position EMNLP 2023 Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023 A Cheaper and Better Diffusion Language Model with Soft-Masked Noise EMNLP 2023 Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023 Action-Conditioned Generation of Bimanual Object Manipulation Sequences AAAI 2023 Adaptive Contrastive Knowledge Distillation for BERT Compression ACL 2023 Adaptive Graph Convolutional Subspace Clustering CVPR 2023 Adaptive Hyper-parameter Learning for Deep Semantic Retrieval EMNLP 2023 A Data-Based Perspective on Transfer Learning CVPR 2023 AdaTask: A Task-Aware Adaptive Learning Rate Approach to Multi-Task Learning AAAI 2023 ADEPT: A DEbiasing PrompT Framework AAAI 2023 Aesthetically Relevant Image Captioning AAAI 2023 A fine-grained comparison of pragmatic language understanding in humans and language models ACL 2023 A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction From In-the-Wild Images CVPR 2023 A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space NeurIPS 2023 A Joint Matrix Factorization Analysis of Multilingual Representations EMNLP 2023 A Length-Extrapolatable Transformer ACL 2023 Algorithm-Dependent Bounds for Representation Learning of Multi-Source Domain Adaptation AISTATS 2023