Neural Networks

Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons NeurIPS 2021 Latent Transformations via NeuralODEs for GAN-Based Image Editing ICCV 2021 LCollision: Fast Generation of Collision-Free Human Poses using Learned Non-Penetration Constraints AAAI 2021 LEAP: Learning Articulated Occupancy of People CVPR 2021 Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021 Learnable Dynamic Temporal Pooling for Time Series Classification AAAI 2021 Learned Extragradient ISTA with Interpretable Residual Structures for Sparse Coding AAAI 2021 Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021 Learning Accurate and Interpretable Decision Rule Sets from Neural Networks AAAI 2021 Learning Affinity-Aware Upsampling for Deep Image Matting CVPR 2021 Learning and Evaluating Representations for Deep One-Class Classification ICLR 2021 Learning and Generalization in RNNs NeurIPS 2021 Learning a Self-Expressive Network for Subspace Clustering CVPR 2021 Learning Associative Inference Using Fast Weight Memory ICLR 2021 Learning-Based Image Registration With Meta-Regularization CVPR 2021 Learning Binary Decision Trees by Argmin Differentiation ICML 2021 Learning Canonical View Representation for 3D Shape Recognition With Arbitrary Views ICCV 2021 Learning Compositional Representation for 4D Captures With Neural ODE CVPR 2021 Learning Contact Dynamics using Physically Structured Neural Networks AISTATS 2021 Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora EMNLP 2021 Learning Deeper Non-Monotonic Networks by Softly Transferring Solution Space IJCAI 2021 Learning Deep Neural Networks under Agnostic Corrupted Supervision ICML 2021 Learning Delaunay Surface Elements for Mesh Reconstruction CVPR 2021 Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion Interspeech 2021 Learning Feature Aggregation for Deep 3D Morphable Models CVPR 2021