Techniques

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search CVPR 2021 LIME: Learning Inductive Bias for Primitives of Mathematical Reasoning ICML 2021 Linearly Replaceable Filters for Deep Network Channel Pruning AAAI 2021 Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021 Lipschitz Recurrent Neural Networks ICLR 2021 Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection CVPR 2021 LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision Interspeech 2021 Locally Adaptive Label Smoothing Improves Predictive Churn ICML 2021 Local Relation Learning for Face Forgery Detection AAAI 2021 Locate Globally, Segment Locally: A Progressive Architecture With Knowledge Review Network for Salient Object Detection AAAI 2021 LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021 Long Document Summarization in a Low Resource Setting using Pretrained Language Models ACL 2021 Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning ICLR 2021 Long Text Generation by Modeling Sentence-Level and Discourse-Level Coherence ACL 2021 Low-Complexity Probing via Finding Subnetworks NAACL 2021 Low Curvature Activations Reduce Overfitting in Adversarial Training ICCV 2021 Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021 LQF: Linear Quadratic Fine-Tuning CVPR 2021 LT-LM: A Novel Non-Autoregressive Language Model for Single-Shot Lattice Rescoring Interspeech 2021 Machine Unlearning via Algorithmic Stability COLT 2021 Make Sure You're Unsure: A Framework for Verifying Probabilistic Specifications NeurIPS 2021 Making DensePose Fast and Light WACV 2021 Making Pre-trained Language Models Better Few-shot Learners ACL 2021 Mapping the Timescale Organization of Neural Language Models ICLR 2021 Mask Attention Networks: Rethinking and Strengthen Transformer NAACL 2021