Representation Learning

Interpretable Representation Learning from Temporal Multi-view Data ACML 2022 Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022 Invariant Action Effect Model for Reinforcement Learning AAAI 2022 Invariant Language Modeling EMNLP 2022 Investigating Failures of Automatic Translationin the Case of Unambiguous Gender ACL 2022 Investigating Non-local Features for Neural Constituency Parsing ACL 2022 Investigating Tradeoffs in Real-World Video Super-Resolution CVPR 2022 IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling AAAI 2022 IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces EMNLP 2022 Iteratively Selecting an Easy Reference Frame Makes Unsupervised Video Object Segmentation Easier AAAI 2022 It Is Not Easy To Detect Paraphrases: Analysing Semantic Similarity With Antonyms and Negation Using the New SemAntoNeg Benchmark EMNLP 2022 It Takes Two to Tango: Mixup for Deep Metric Learning ICLR 2022 Joint Global and Local Hierarchical Priors for Learned Image Compression CVPR 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022 Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022 Killing Two Birds With One Stone: Efficient and Robust Training of Face Recognition CNNs by Partial FC CVPR 2022 Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022 Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022 Language Models as Knowledge Embeddings IJCAI 2022 LARGE: Latent-Based Regression Through GAN Semantics CVPR 2022 Large-Scale Pre-Training for Person Re-Identification With Noisy Labels CVPR 2022 Learning ABCs: Approximate Bijective Correspondence for Isolating Factors of Variation With Weak Supervision CVPR 2022 Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection AAAI 2022 Learning Concept Credible Models for Mitigating Shortcuts NeurIPS 2022