Model Architecture

Task-oriented Time Series Imputation Evaluation via Generalized Representers NeurIPS 2024 TC-LIF: A Two-Compartment Spiking Neuron Model for Long-Term Sequential Modelling AAAI 2024 Tensor Programs VI: Feature Learning in Infinite Depth Neural Networks ICLR 2024 Tensor-view Topological Graph Neural Network AISTATS 2024 Test-Time Dynamic Image Fusion NeurIPS 2024 TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models CVPR 2024 The effect of Leaky ReLUs on the training and generalization of overparameterized networks AISTATS 2024 The Expressive Power of Low-Rank Adaptation ICLR 2024 The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks NeurIPS 2024 The Mamba in the Llama: Distilling and Accelerating Hybrid Models NeurIPS 2024 The Need for Speed: Pruning Transformers with One Recipe ICLR 2024 The Open-World Lottery Ticket Hypothesis for OOD Intent Classification COLING 2024 There Are No Shortcuts to Anywhere Worth Going: Identifying Shortcuts in Deep Learning Models for Medical Image Analysis MIDL 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 TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variables NeurIPS 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 Towards Accurate and Robust Architectures via Neural Architecture Search CVPR 2024