Application Areas

Zoneformer: On-device Neural Beamformer For In-car Multi-zone Speech Separation, Enhancement and Echo Cancellation Interspeech 2023 zPROBE: Zero Peek Robustness Checks for Federated Learning ICCV 2023 1Cademy @ Causal News Corpus 2022: Enhance Causal Span Detection via Beam-Search-based Position Selector EMNLP 2022 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning NeurIPS 2022 3DAC: Learning Attribute Compression for Point Clouds CVPR 2022 3DB: A Framework for Debugging Computer Vision Models NeurIPS 2022 3D Common Corruptions and Data Augmentation CVPR 2022 3DeformRS: Certifying Spatial Deformations on Point Clouds CVPR 2022 3D Manifold Topology Based Medical Image Data Augmentation ACML 2022 3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022 4-bit Conformer with Native Quantization Aware Training for Speech Recognition Interspeech 2022 A2: Efficient Automated Attacker for Boosting Adversarial Training NeurIPS 2022 AB/BA analysis: A framework for estimating keyword spotting recall improvement while maintaining audio privacy NAACL 2022 ABC: Attention with Bounded-memory Control ACL 2022 Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions ICLR 2022 A bounded-noise mechanism for differential privacy COLT 2022 A Case for Task Sampling based Learning for Cluster Job Scheduling NSDI 2022 Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders ICML 2022 Accelerating Certified Robustness Training via Knowledge Transfer NeurIPS 2022 Accelerating Code Search with Deep Hashing and Code Classification ACL 2022 Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization Interspeech 2022 Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting COLING 2022 Accelerating Sparse Convolution with Column Vector-Wise Sparsity NeurIPS 2022 Accelerating Video Object Segmentation With Compressed Video CVPR 2022 Acceleration of Federated Learning with Alleviated Forgetting in Local Training ICLR 2022