Showing 1–20 of 20 results
/ Date/ Name
Nov 4, 2022Soft Masking for Cost-Constrained Channel PruningJun 6, 2024Step Out and Seek Around: On Warm-Start Training with Incremental DataOct 13, 2022Structural Pruning via Latency-Saliency KnapsackOct 22, 2021When to Prune? A Policy towards Early Structural PruningOct 20, 2021HALP: Hardware-Aware Latency PruningApr 2, 2025MDP: Multidimensional Vision Model Pruning with Latency ConstraintJun 7, 2025Generalized Trajectory Scoring for End-to-end Multimodal PlanningJun 3, 2025PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language ModelsSep 3, 2025Mitigating Multimodal Hallucinations via Gradient-based Self-ReflectionApr 9, 2026Scaling-Aware Data Selection for End-to-End Autonomous Driving SystemsOct 10, 2021Global Vision Transformer Pruning with Hessian-Aware SaliencyJul 9, 2024Exploring Camera Encoder Designs for Autonomous Driving PerceptionJun 17, 2024Multi-Dimensional Pruning: Joint Channel, Layer and Block Pruning with Latency ConstraintSep 20, 2024SSE: Multimodal Semantic Data Selection and Enrichment for Industrial-scale Data AssimilationJun 24, 2025AdaDeDup: Adaptive Hybrid Data Pruning for Efficient Large-Scale Object Detection TrainingJun 25, 2023Adaptive Sharpness-Aware Pruning for Robust Sparse NetworksDec 2, 2024Global Average Feature Augmentation for Robust Semantic Segmentation with TransformersFeb 5, 2025Advancing Weight and Channel Sparsification with Enhanced SaliencyOct 28, 2025ZTRS: Zero-Imitation End-to-end Autonomous Driving with Trajectory ScoringOct 15, 2025DriveCritic: Towards Context-Aware, Human-Aligned Evaluation for Autonomous Driving with Vision-Language Models