Deep Learning

Compositionality and Generalization In Emergent Languages ACL 2020 Compositionality Decomposed: How do Neural Networks Generalise? (Extended Abstract) IJCAI 2020 Compositional Language Continual Learning ICLR 2020 Compositional languages emerge in a neural iterated learning model ICLR 2020 Compositional uncertainty in deep Gaussian processes UAI 2020 Compositional Visual Generation with Energy Based Models NeurIPS 2020 Compositional Zero-Shot Learning via Fine-Grained Dense Feature Composition NeurIPS 2020 Composition-based Multi-Relational Graph Convolutional Networks ICLR 2020 Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation CVPR 2020 Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL 2020 Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding NeurIPS 2020 Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity Interspeech 2020 Compressing Pre-trained Language Models by Matrix Decomposition AACL 2020 Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings EMNLP 2020 Compression based bound for non-compressed network: unified generalization error analysis of large compressible deep neural network ICLR 2020 Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020 Compressive Summarization with Plausibility and Salience Modeling EMNLP 2020 Compressive Transformers for Long-Range Sequence Modelling ICLR 2020 CompressNet: Generative Compression at Extremely Low Bitrates WACV 2020 CompRess: Self-Supervised Learning by Compressing Representations NeurIPS 2020 Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection Interspeech 2020 Computing the Testing Error Without a Testing Set CVPR 2020 CONAN: Complementary Pattern Augmentation for Rare Disease Detection AAAI 2020 ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context AAAI 2020 Concept2Robot: Learning Manipulation Concepts from Instructions and Human Demonstrations RSS 2020