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Efficient Computing

6876 directly classified papers

Papers per year

Papers

“Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025
High Dynamic Range Video Compression: A Large-Scale Benchmark Dataset and A Learned Bit-depth Scalable Compression Algorithm CVPR 2025
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CONLL 2025
Efficient Motion-Aware Video MLLM CVPR 2025
Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content CVPR 2025
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention CVPR 2025
VideoAutoArena: An Automated Arena for Evaluating Large Multimodal Models in Video Analysis through User Simulation CVPR 2025
Flexible Frame Selection for Efficient Video Reasoning CVPR 2025
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models CVPR 2025
Linear Attention Modeling for Learned Image Compression CVPR 2025
Charm: The Missing Piece in ViT Fine-Tuning for Image Aesthetic Assessment CVPR 2025
Navigation World Models CVPR 2025
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching CVPR 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers CVPR 2025
Data-Free Group-Wise Fully Quantized Winograd Convolution via Learnable Scales CVPR 2025
Collaborative Decoding Makes Visual Auto-Regressive Modeling Efficient CVPR 2025
HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian Splatting CVPR 2025
QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025
DiG: Scalable and Efficient Diffusion Models with Gated Linear Attention CVPR 2025
Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025
PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting CVPR 2025
ZeroGrasp: Zero-Shot Shape Reconstruction Enabled Robotic Grasping CVPR 2025
Parallelized Autoregressive Visual Generation CVPR 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025
Augmented Deep Contexts for Spatially Embedded Video Coding CVPR 2025