Representation Learning

Characterizing the Loss Landscape in Non-Negative Matrix Factorization AAAI 2021 Chinese Character Image Clustering and Classification Based on Object Embedding Model (Student Abstract) AAAI 2021 CIMON: Towards High-quality Hash Codes IJCAI 2021 Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021 CitationIE: Leveraging the Citation Graph for Scientific Information Extraction ACL 2021 CLASP: Constrained Latent Shape Projection for Refining Object Shape from Robot Contact CoRL 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning AAAI 2021 CLIP-It! Language-Guided Video Summarization NeurIPS 2021 CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021 Closed-Form Factorization of Latent Semantics in GANs CVPR 2021 Cloud2Curve: Generation and Vectorization of Parametric Sketches CVPR 2021 Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021 Clustering-friendly Representation Learning via Instance Discrimination and Feature Decorrelation ICLR 2021 Cluster-Wise Hierarchical Generative Model for Deep Amortized Clustering CVPR 2021 CLUZH at SIGMORPHON 2021 Shared Task on Multilingual Grapheme-to-Phoneme Conversion: Variations on a Baseline ACL 2021 CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021 Co2L: Contrastive Continual Learning ICCV 2021 Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition ICML 2021 Coarsely-Labeled Data for Better Few-Shot Transfer ICCV 2021 Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021 CodedStereo: Learned Phase Masks for Large Depth-of-Field Stereo CVPR 2021 CodeNeRF: Disentangled Neural Radiance Fields for Object Categories ICCV 2021 Co-Design of Communication and Machine Inference for Cloud Robotics RSS 2021 CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021