Optimization & Theory

TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021 Turning Frequency to Resolution: Video Super-Resolution via Event Cameras CVPR 2021 T-vMF Similarity for Regularizing Intra-Class Feature Distribution CVPR 2021 Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval EMNLP 2021 Uncertainty-aware Binary Neural Networks IJCAI 2021 Unchain the Search Space with Hierarchical Differentiable Architecture Search AAAI 2021 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021 Understanding and Overcoming the Challenges of Efficient Transformer Quantization EMNLP 2021 Understanding and Simplifying Perceptual Distances CVPR 2021 Understanding Decoupled and Early Weight Decay AAAI 2021 Understanding How Over-Parametrization Leads to Acceleration: A case of learning a single teacher neuron ACML 2021 Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021 UnICORNN: A recurrent model for learning very long time dependencies ICML 2021 Uniform Convergence, Adversarial Spheres and a Simple Remedy ICML 2021 Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation EMNLP 2021 Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021 Value-aware Approximate Attention EMNLP 2021 VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension ACL 2021 Verifiability and Predictability: Interpreting Utilities of Network Architectures for Point Cloud Processing CVPR 2021 Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation AAAI 2021 Virtual Fully-Connected Layer: Training a Large-Scale Face Recognition Dataset With Limited Computational Resources CVPR 2021 Vis2Mesh: Efficient Mesh Reconstruction From Unstructured Point Clouds of Large Scenes With Learned Virtual View Visibility ICCV 2021 Weight Distillation: Transferring the Knowledge in Neural Network Parameters ACL 2021 We Need to Talk About train-dev-test Splits EMNLP 2021