Techniques

TableVLM: Multi-modal Pre-training for Table Structure Recognition ACL 2023 Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection ACL 2023 Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks ICLR 2023 TANGOS: Regularizing Tabular Neural Networks through Gradient Orthogonalization and Specialization ICLR 2023 Tanh Works Better with Asymmetry NeurIPS 2023 Target-Aware Tracking with Long-Term Context Attention AAAI 2023 Task-Agnostic Structured Pruning of Speech Representation Models Interspeech 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 Team QUST at SemEval-2023 Task 3: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting Online News Genre, Framing and Persuasion Techniques SemEval 2023 Tell2Design: A Dataset for Language-Guided Floor Plan Generation ACL 2023 Temporal-Coded Spiking Neural Networks with Dynamic Firing Threshold: Learning with Event-Driven Backpropagation ICCV 2023 TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities ACL 2023 TensorNet: Cartesian Tensor Representations for Efficient Learning of Molecular Potentials NeurIPS 2023 Test of Time: Instilling Video-Language Models With a Sense of Time CVPR 2023 Text-Visual Prompting for Efficient 2D Temporal Video Grounding CVPR 2023 TFECN: Time-Frequency Enhanced ConvNet for Audio Classification Interspeech 2023 The Augmented Image Prior: Distilling 1000 Classes by Extrapolating from a Single Image ICLR 2023 The Crucial Role of Normalization in Sharpness-Aware Minimization NeurIPS 2023 The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior ICCV 2023 The Differentiable Lens: Compound Lens Search Over Glass Surfaces and Materials for Object Detection CVPR 2023 The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter NeurIPS 2023 The expressive power of pooling in Graph Neural Networks NeurIPS 2023 The Expressive Power of Tuning Only the Normalization Layers COLT 2023 The Framework Tax: Disparities Between Inference Efficiency in NLP Research and Deployment EMNLP 2023 The Hessian perspective into the Nature of Convolutional Neural Networks ICML 2023