Efficient Computing

Unifying Training and Inference for Panoptic Segmentation CVPR 2020 Universally Quantized Neural Compression NeurIPS 2020 UNTLing at SemEval-2020 Task 11: Detection of Propaganda Techniques in English News Articles SemEval 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module AAAI 2020 Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020 Variational Bayesian Quantization ICML 2020 Vector-Vector-Matrix Architecture: A Novel Hardware-Aware Framework for Low-Latency Inference in NLP Applications EMNLP 2020 VideoOneNet: Bidirectional Convolutional Recurrent OneNet with Trainable Data Steps for Video Processing ICML 2020 ViP: Virtual Pooling for Accelerating CNN-based Image Classification and Object Detection WACV 2020 Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System Interspeech 2020 VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition Interspeech 2020 Voice Separation with an Unknown Number of Multiple Speakers ICML 2020 VRT-Net: Real-Time Scene Parsing via Variable Resolution Transform WACV 2020 Wavelet Flow: Fast Training of High Resolution Normalizing Flows NeurIPS 2020 WG-WaveNet: Real-Time High-Fidelity Speech Synthesis Without GPU Interspeech 2020 Why Are Learned Indexes So Effective? ICML 2020 Winning the Lottery with Continuous Sparsification NeurIPS 2020 WoodFisher: Efficient Second-Order Approximation for Neural Network Compression NeurIPS 2020 WOR and p's: Sketches for ℓ_p-Sampling Without Replacement NeurIPS 2020 Word Embedding Binarization with Semantic Information Preservation COLING 2020 Write Dependency Disentanglement with HORAE OSDI 2020 X3D: Expanding Architectures for Efficient Video Recognition CVPR 2020 Yolo4Apnea: Real-time Detection of Obstructive Sleep Apnea IJCAI 2020 ZeroQ: A Novel Zero Shot Quantization Framework CVPR 2020 A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays ICCV 2019