Application Areas

Skyformer: Remodel Self-Attention with Gaussian Kernel and Nystr\"om Method NeurIPS 2021 Slimmable Compressive Autoencoders for Practical Neural Image Compression CVPR 2021 Slow Learning and Fast Inference: Efficient Graph Similarity Computation via Knowledge Distillation NeurIPS 2021 SLTEV: Comprehensive Evaluation of Spoken Language Translation EACL 2021 SmallER: Scaling Neural Entity Resolution for Edge Devices Interspeech 2021 SMART Frame Selection for Action Recognition AAAI 2021 SmBoP: Semi-autoregressive Bottom-up Semantic Parsing ACL 2021 Smelting Gold and Silver for Improved Multilingual AMR-to-Text Generation EMNLP 2021 SMURF: SeMantic and linguistic UndeRstanding Fusion for Caption Evaluation via Typicality Analysis ACL 2021 SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data AAAI 2021 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing NeurIPS 2021 Societal Biases in Language Generation: Progress and Challenges ACL 2021 Sociolectal Analysis of Pretrained Language Models EMNLP 2021 SoFA: Source-Data-Free Feature Alignment for Unsupervised Domain Adaptation WACV 2021 Soft Calibration Objectives for Neural Networks NeurIPS 2021 Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large EMNLP 2021 SOFT: Softmax-free Transformer with Linear Complexity NeurIPS 2021 Sorting through the noise: Testing robustness of information processing in pre-trained language models EMNLP 2021 Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021 SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform ICML 2021 Source and Target Bidirectional Knowledge Distillation for End-to-end Speech Translation NAACL 2021 Source-Free Domain Adaptation for Semantic Segmentation CVPR 2021 Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021 Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer ACL 2021 Space-Time Distillation for Video Super-Resolution CVPR 2021