representation learning

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels AAAI 2022 Semantic Feature Extraction for Generalized Zero-Shot Learning AAAI 2022 Semi-supervised Learning with Multi-Head Co-Training AAAI 2022 Sentence Ambiguity, Grammaticality and Complexity Probes EMNLP 2022 Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Sequence Level Contrastive Learning for Text Summarization AAAI 2022 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022 SimMatch: Semi-Supervised Learning With Similarity Matching CVPR 2022 SimMIM: A Simple Framework for Masked Image Modeling CVPR 2022 Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos NeurIPS 2022 SIREN: Shaping Representations for Detecting Out-of-Distribution Objects NeurIPS 2022 Sketching based Representations for Robust Image Classification with Provable Guarantees NeurIPS 2022 SketchODE: Learning neural sketch representation in continuous time ICLR 2022 SLIC: Self-Supervised Learning With Iterative Clustering for Human Action Videos CVPR 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Interspeech 2022 SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation AAAI 2022 Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NeurIPS 2022 Socially Aware Bias Measurements for Hindi Language Representations NAACL 2022 Sound and Visual Representation Learning With Multiple Pretraining Tasks CVPR 2022 Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification AAAI 2022 Sparse Winning Tickets are Data-Efficient Image Recognizers NeurIPS 2022 Specializing Multi-domain NMT via Penalizing Low Mutual Information EMNLP 2022 Speech Emotion: Investigating Model Representations, Multi-Task Learning and Knowledge Distillation Interspeech 2022 Speech Pre-training with Acoustic Piece Interspeech 2022