Deep Learning

G–LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint) AAAI 2024 GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent NeurIPS 2024 GlitchBench: Can Large Multimodal Models Detect Video Game Glitches? CVPR 2024 GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration NeurIPS 2024 Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition COLING 2024 Global Convergence in Training Large-Scale Transformers NeurIPS 2024 Global Latent Neural Rendering CVPR 2024 Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting Interspeech 2024 Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers NeurIPS 2024 Globally Convergent Variational Inference NeurIPS 2024 Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NeurIPS 2024 Global Occlusion-Aware Transformer for Robust Stereo Matching WACV 2024 GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time AAAI 2024 Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing EMNLP 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NeurIPS 2024 GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024 GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting AAAI 2024 GNeRP: Gaussian-guided Neural Reconstruction of Reflective Objects with Noisy Polarization Priors ICLR 2024 GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024 GNNBoundary: Towards Explaining Graph Neural Networks through the Lens of Decision Boundaries ICLR 2024 GNNCert: Deterministic Certification of Graph Neural Networks against Adversarial Perturbations ICLR 2024 GNNs Also Deserve Editing, and They Need It More Than Once ICML 2024 GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking ICLR 2024 Goal Conditioned Reinforcement Learning for Photo Finishing Tuning NeurIPS 2024 GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024