Deep Learning

IS-DARTS: Stabilizing DARTS through Precise Measurement on Candidate Importance AAAI 2024 ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations SemEval 2024 Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving? CVPR 2024 Is GPT-4V (ision) All You Need for Automating Academic Data Visualization? Exploring Vision-Language Models’ Capability in Reproducing Academic Charts EMNLP 2024 Is ImageNet worth 1 video? Learning strong image encoders from 1 long unlabelled video ICLR 2024 Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models? EMNLP 2024 Is It Possible to Modify Text to a Target Readability Level? An Initial Investigation Using Zero-Shot Large Language Models COLING 2024 Is Kernel Prediction More Powerful than Gating in Convolutional Neural Networks? ICML 2024 Is Mamba Capable of In-Context Learning? AutoML 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 Isometric Representation Learning for Disentangled Latent Space of Diffusion Models ICML 2024 Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models. NeurIPS 2024 Is Programming by Example Solved by LLMs? NeurIPS 2024 ISP-Teacher:Image Signal Process with Disentanglement Regularization for Unsupervised Domain Adaptive Dark Object Detection AAAI 2024 IST-editing: Infinite spatial transcriptomic editing in a generated gigapixel mouse pup MIDL 2024 Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? ICML 2024 Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs EMNLP 2024 IST-YOLO: Infrared Small Target Detector based on Improved YOLOv8 ACML 2024 IT3D: Improved Text-to-3D Generation with Explicit View Synthesis AAAI 2024 IT5: Text-to-text Pretraining for Italian Language Understanding and Generation COLING 2024 It Ain’t That Bad: Understanding the Mysterious Performance Drop in OOD Generalization for Generative Transformer Models IJCAI 2024 ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024 Iterate Averaging in the Quest for Best Test Error JMLR 2024 Iterated Denoising Energy Matching for Sampling from Boltzmann Densities ICML 2024 Iterated Learning Improves Compositionality in Large Vision-Language Models CVPR 2024