Techniques

The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 The Orthogonality of Weight Vectors: The Key Characteristics of Normalization and Residual Connections IJCAI 2024 There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis MIDL 2024 The Role of n-gram Smoothing in the Age of Neural Networks NAACL 2024 The Selective G-Bispectrum and its Inversion: Applications to G-Invariant Networks NeurIPS 2024 TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation WACV 2024 Tied-LoRA: Enhancing parameter efficiency of LoRA with Weight Tying NAACL 2024 TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024 Time-Efficient Light-Field Acquisition Using Coded Aperture and Events CVPR 2024 Time- Memory- and Parameter-Efficient Visual Adaptation CVPR 2024 TimeSiam: A Pre-Training Framework for Siamese Time-Series Modeling ICML 2024 TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 2024 TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training AAAI 2024 TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging EMNLP 2024 ToDo: Token Downsampling for Efficient Generation of High-Resolution Images IJCAI 2024 To Grok or not to Grok: Disentangling Generalization and Memorization on Corrupted Algorithmic Datasets ICLR 2024 TopicDiff: A Topic-enriched Diffusion Approach for Multimodal Conversational Emotion Detection COLING 2024 TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning NeurIPS 2024 TOSS: High-quality Text-guided Novel View Synthesis from a Single Image ICLR 2024 Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024 Towards Audio Codec-based Speech Separation Interspeech 2024 Towards Automated Movie Trailer Generation CVPR 2024 Towards Better Vision-Inspired Vision-Language Models CVPR 2024 Towards Calibrated Multi-label Deep Neural Networks CVPR 2024