Techniques

Language Recognition Based on Unsupervised Pretrained Models Interspeech 2021 Large Batch Optimization for Deep Learning Using New Complete Layer-Wise Adaptive Rate Scaling AAAI 2021 Large-Scale Pre-Training of End-to-End Multi-Talker ASR for Meeting Transcription with Single Distant Microphone Interspeech 2021 Large-Scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification ICCV 2021 Layer-adaptive Sparsity for the Magnitude-based Pruning ICLR 2021 Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech Recognition Interspeech 2021 Layer-Wise Neural Network Compression via Layer Fusion ACML 2021 LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021 LEAF: A Learnable Frontend for Audio Classification ICLR 2021 Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021 Learning Accurate Entropy Model with Global Reference for Image Compression ICLR 2021 Learning Affinity-Aware Upsampling for Deep Image Matting CVPR 2021 Learning Anchored Unsigned Distance Functions With Gradient Direction Alignment for Single-View Garment Reconstruction ICCV 2021 Learning Bill Similarity with Annotated and Augmented Corpora of Bills EMNLP 2021 Learning Branching Heuristics for Propositional Model Counting AAAI 2021 Learning by Turning: Neural Architecture Aware Optimisation ICML 2021 Learning Compact Representations of Neural Networks using DiscriminAtive Masking (DAM) NeurIPS 2021 Learning Comprehensive Motion Representation for Action Recognition AAAI 2021 Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021 Learning Curves for Analysis of Deep Networks ICML 2021 Learning Feature Aggregation for Deep 3D Morphable Models CVPR 2021 Learning Frequency-Aware Dynamic Network for Efficient Super-Resolution ICCV 2021 Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud AAAI 2021 Learning Hard Retrieval Decoder Attention for Transformers EMNLP 2021