Deep Learning

GOODAT: Towards Test-Time Graph Out-of-Distribution Detection AAAI 2024 GRAWA: Gradient-based Weighted Averaging for Distributed Training of Deep Learning Models AISTATS 2024 Group and Shuffle: Efficient Structured Orthogonal Parametrization NeurIPS 2024 Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization NeurIPS 2024 HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation NeurIPS 2024 Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers EACL 2024 High-dimensional (Group) Adversarial Training in Linear Regression NeurIPS 2024 HIT: Estimating Internal Human Implicit Tissues from the Body Surface CVPR 2024 Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NeurIPS 2024 ICE-Score: Instructing Large Language Models to Evaluate Code EACL 2024 Identifying Spatio-Temporal Drivers of Extreme Events NeurIPS 2024 Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment NeurIPS 2024 Improving Neural ODE Training with Temporal Adaptive Batch Normalization NeurIPS 2024 Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024 Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ACL 2024 Incremental Residual Concept Bottleneck Models CVPR 2024 Infusing Self-Consistency into Density Functional Theory Hamiltonian Prediction via Deep Equilibrium Models NeurIPS 2024 Input-to-State Stable Coupled Oscillator Networks for Closed-form Model-based Control in Latent Space NeurIPS 2024 Interpretable Mesomorphic Networks for Tabular Data NeurIPS 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? NeurIPS 2024 Iterate Averaging in the Quest for Best Test Error JMLR 2024 JudithJeyafreeda_StressIdent_LT-EDI@EACL2024: GPT for stress identification EACL 2024 Knowledge Conflicts for LLMs: A Survey EMNLP 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 kubapok@LT-EDI 2024: Evaluating Transformer Models for Hate Speech Detection in Tamil EACL 2024