Representation Learning

Iterative Deep Homography Estimation CVPR 2022 Iterative Residual Policy for Goal-Conditioned Dynamic Manipulation of Deformable Objects RSS 2022 Iterative Scene Graph Generation NeurIPS 2022 Iterative Structural Inference of Directed Graphs NeurIPS 2022 IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo CVPR 2022 IUCL at WASSA 2022 Shared Task: A Text-only Approach to Empathy and Emotion Detection ACL 2022 JoeyS2T: Minimalistic Speech-to-Text Modeling with JoeyNMT EMNLP 2022 JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection MIDL 2022 Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction COLING 2022 Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification CVPR 2022 Joint Estimation and Inference for Data Integration Problems based on Multiple Multi-layered Gaussian Graphical Models JMLR 2022 Joint Global and Local Hierarchical Priors for Learned Image Compression CVPR 2022 JRDB-Act: A Large-Scale Dataset for Spatio-Temporal Action, Social Group and Activity Detection CVPR 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Kernel Memory Networks: A Unifying Framework for Memory Modeling NeurIPS 2022 Kernel Methods for Radial Transformed Compositional Data with Many Zeros ICML 2022 Kernel Multimodal Continuous Attention NeurIPS 2022 Kernel similarity matching with Hebbian networks NeurIPS 2022 Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP 2022 KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation NeurIPS 2022 KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection MIDL 2022 Keyphrase Generation via Soft and Hard Semantic Corrections EMNLP 2022