Representation Learning

Holistic 3D Scene Understanding From a Single Image With Implicit Representation CVPR 2021 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021 How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings EMNLP 2021 HumanGPS: Geodesic PreServing Feature for Dense Human Correspondences CVPR 2021 Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis AAAI 2021 Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021 Hyperbolic Hierarchy-Aware Knowledge Graph Embedding for Link Prediction EMNLP 2021 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021 HyperSeg: Patch-Wise Hypernetwork for Real-Time Semantic Segmentation CVPR 2021 IB-GAN: Disentangled Representation Learning with Information Bottleneck Generative Adversarial Networks AAAI 2021 Identification of Abnormal States in Videos of Ants Undergoing Social Phase Change AAAI 2021 Identifying the Importance of Content Overlap for Better Cross-lingual Embedding Mappings EMNLP 2021 Idiosyncratic but not Arbitrary: Learning Idiolects in Online Registers Reveals Distinctive yet Consistent Individual Styles EMNLP 2021 ID-Reveal: Identity-Aware DeepFake Video Detection ICCV 2021 Image Inpainting With External-Internal Learning and Monochromic Bottleneck CVPR 2021 Improving Coherence and Consistency in Neural Sequence Models with Dual-System, Neuro-Symbolic Reasoning NeurIPS 2021 Improving Compositionality of Neural Networks by Decoding Representations to Inputs NeurIPS 2021 Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture NeurIPS 2021 Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021 Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment ACL 2021 Improving Sample Efficiency in Model-Free Reinforcement Learning from Images AAAI 2021 Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs EMNLP 2021 Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features CVPR 2021 Improving Transformation Invariance in Contrastive Representation Learning ICLR 2021 Improving Zero-Shot Voice Style Transfer via Disentangled Representation Learning ICLR 2021