adaptive computation

Adaptive Compute Efficient Learning via Conceptual-Criticality (Student Abstract) AAAI 2026 ElasticFormer: Detecting Objects in HRW Shots via Elastic Computing Vision Transformer CVPR 2026 iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception CVPR 2026 MARS: Multimodal Adaptive Reasoning Model for Avoiding Overthinking AAAI 2026 YOLO-Master: MOE-Accelerated with Specialized Transformers for Enhanced Real-time Detection CVPR 2026 Adaptive Computation Modules: Granular Conditional Computation for Efficient Inference AAAI 2025 ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025 Derailer-Rerailer: Adaptive Verification for Efficient and Reliable Language Model Reasoning ACL 2025 EERO: Early Exit with Reject Option for Efficient Classification with limited budget UAI 2025 HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025 Learning How Hard to Think: Input-Adaptive Allocation of LM Computation ICLR 2025 MIND over Body: Adaptive Thinking using Dynamic Computation ICLR 2025 Smarter, Not Harder: Training-Free Adaptive Computation for Transformers ACL 2025 T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025 When to Continue Thinking: Adaptive Thinking Mode Switching for Efficient Reasoning EMNLP 2025 𝜙-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation ACL 2025 AdaDiff: Accelerating Diffusion Models through Step-Wise Adaptive Computation ECCV 2024 Hierarchical Patch Diffusion Models for High-Resolution Video Generation CVPR 2024 Perceptual Group Tokenizer: Building Perception with Iterative Grouping ICLR 2024 Adaptive Computation with Elastic Input Sequence ICML 2023 Adaptive recurrent vision performs zero-shot computation scaling to unseen difficulty levels NeurIPS 2023 AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023 Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding EMNLP 2023 Scalable Adaptive Computation for Iterative Generation ICML 2023 AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition CVPR 2022