Saved in:
| Main Authors: | Liu, Hongyuan, Liu, Xinyang, Hu, Guosheng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2510.17885 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
by: Tu, Dezhan, et al.
Published: (2024)
by: Tu, Dezhan, et al.
Published: (2024)
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference
by: Fang, Jiarui, et al.
Published: (2024)
by: Fang, Jiarui, et al.
Published: (2024)
Twill: Scheduling Compound AI Systems on Heterogeneous Mobile Edge Platforms
by: Taufique, Zain, et al.
Published: (2025)
by: Taufique, Zain, et al.
Published: (2025)
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation
by: Mazurek, Szymon, et al.
Published: (2024)
by: Mazurek, Szymon, et al.
Published: (2024)
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
by: Wu, Yushu, et al.
Published: (2024)
by: Wu, Yushu, et al.
Published: (2024)
FastCache: Fast Caching for Diffusion Transformer Through Learnable Linear Approximation
by: Liu, Dong, et al.
Published: (2025)
by: Liu, Dong, et al.
Published: (2025)
Fast-SEnSeI: Lightweight Sensor-Independent Cloud Masking for On-board Multispectral Sensors
by: Kněžík, Jan, et al.
Published: (2025)
by: Kněžík, Jan, et al.
Published: (2025)
Zero-Shot, But at What Cost? Unveiling the Hidden Overhead of MILS's LLM-CLIP Framework for Image Captioning
by: Benhammou, Yassir, et al.
Published: (2025)
by: Benhammou, Yassir, et al.
Published: (2025)
Spatially-Aware Evaluation of Segmentation Uncertainty
by: Zeevi, Tal, et al.
Published: (2025)
by: Zeevi, Tal, et al.
Published: (2025)
VLM in a flash: I/O-Efficient Sparsification of Vision-Language Model via Neuron Chunking
by: Yang, Kichang, et al.
Published: (2025)
by: Yang, Kichang, et al.
Published: (2025)
Multi-domain performance analysis with scores tailored to user preferences
by: Piérard, Sébastien, et al.
Published: (2025)
by: Piérard, Sébastien, et al.
Published: (2025)
SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
by: Zhang, Jintao, et al.
Published: (2025)
by: Zhang, Jintao, et al.
Published: (2025)
What Is the Optimal Ranking Score Between Precision and Recall? We Can Always Find It and It Is Rarely $F_1$
by: Piérard, Sébastien, et al.
Published: (2025)
by: Piérard, Sébastien, et al.
Published: (2025)
Revisiting 16-bit Neural Network Training: A Practical Approach for Resource-Limited Learning
by: Yun, Juyoung, et al.
Published: (2023)
by: Yun, Juyoung, et al.
Published: (2023)
A Closer Look at Data Augmentation Strategies for Finetuning-Based Low/Few-Shot Object Detection
by: Li, Vladislav, et al.
Published: (2024)
by: Li, Vladislav, et al.
Published: (2024)
Dual-Signal Adaptive KV-Cache Optimization for Long-Form Video Understanding in Vision-Language Models
by: Sai, Vishnu, et al.
Published: (2026)
by: Sai, Vishnu, et al.
Published: (2026)
Class Confidence Aware Reweighting for Long Tailed Learning
by: Jagati, Brainard Philemon, et al.
Published: (2026)
by: Jagati, Brainard Philemon, et al.
Published: (2026)
AI for Service: Proactive Assistance with AI Glasses
by: Wen, Zichen, et al.
Published: (2025)
by: Wen, Zichen, et al.
Published: (2025)
SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
by: Zhang, Jintao, et al.
Published: (2024)
by: Zhang, Jintao, et al.
Published: (2024)
QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference
by: Zhang, Miao, et al.
Published: (2026)
by: Zhang, Miao, et al.
Published: (2026)
Learning Human-Perceived Fakeness in AI-Generated Videos via Multimodal LLMs
by: Fu, Xingyu, et al.
Published: (2025)
by: Fu, Xingyu, et al.
Published: (2025)
TeleEval-OS: Performance evaluations of large language models for operations scheduling
by: Wang, Yanyan, et al.
Published: (2025)
by: Wang, Yanyan, et al.
Published: (2025)
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations
by: Kim, Hyunjong, et al.
Published: (2025)
by: Kim, Hyunjong, et al.
Published: (2025)
Energy-Aware LLMs: A step towards sustainable AI for downstream applications
by: Tran, Nguyen Phuc, et al.
Published: (2025)
by: Tran, Nguyen Phuc, et al.
Published: (2025)
SMILE: A Composite Lexical-Semantic Metric for Question-Answering Evaluation
by: Kendre, Shrikant, et al.
Published: (2025)
by: Kendre, Shrikant, et al.
Published: (2025)
DENEB: A Hallucination-Robust Automatic Evaluation Metric for Image Captioning
by: Matsuda, Kazuki, et al.
Published: (2024)
by: Matsuda, Kazuki, et al.
Published: (2024)
Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness
by: Chandu, Khyathi Raghavi, et al.
Published: (2024)
by: Chandu, Khyathi Raghavi, et al.
Published: (2024)
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
by: Wada, Yuiga, et al.
Published: (2024)
by: Wada, Yuiga, et al.
Published: (2024)
Vibe-Eval: A hard evaluation suite for measuring progress of multimodal language models
by: Padlewski, Piotr, et al.
Published: (2024)
by: Padlewski, Piotr, et al.
Published: (2024)
Shifting AI Efficiency From Model-Centric to Data-Centric Compression
by: Liu, Xuyang, et al.
Published: (2025)
by: Liu, Xuyang, et al.
Published: (2025)
snnTrans-DHZ: A Lightweight Spiking Neural Network Architecture for Underwater Image Dehazing
by: Sudevan, Vidya, et al.
Published: (2025)
by: Sudevan, Vidya, et al.
Published: (2025)
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
by: Zhang, Jintao, et al.
Published: (2025)
by: Zhang, Jintao, et al.
Published: (2025)
Characterizing Accuracy Trade-offs of EEG Applications on Embedded HMPs
by: Taufique, Zain, et al.
Published: (2024)
by: Taufique, Zain, et al.
Published: (2024)
Cost-Effective Model Evaluation with Meta-Learning
by: Pham, Trinh, et al.
Published: (2026)
by: Pham, Trinh, et al.
Published: (2026)
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey
by: Du, Dayou, et al.
Published: (2024)
by: Du, Dayou, et al.
Published: (2024)
Shedding the Bits: Pushing the Boundaries of Quantization with Minifloats on FPGAs
by: Aggarwal, Shivam, et al.
Published: (2023)
by: Aggarwal, Shivam, et al.
Published: (2023)
ASI: Accuracy-Stability Index for Evaluating Deep Learning Models
by: Dai, Wei, et al.
Published: (2023)
by: Dai, Wei, et al.
Published: (2023)
Sample-efficient Integration of New Modalities into Large Language Models
by: İnce, Osman Batur, et al.
Published: (2025)
by: İnce, Osman Batur, et al.
Published: (2025)
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
by: Nayak, Shravan, et al.
Published: (2025)
by: Nayak, Shravan, et al.
Published: (2025)
CRIMSON: A Clinically-Grounded LLM-Based Metric for Generative Radiology Report Evaluation
by: Baharoon, Mohammed, et al.
Published: (2026)
by: Baharoon, Mohammed, et al.
Published: (2026)
Similar Items
-
VL-Cache: Sparsity and Modality-Aware KV Cache Compression for Vision-Language Model Inference Acceleration
by: Tu, Dezhan, et al.
Published: (2024) -
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference
by: Fang, Jiarui, et al.
Published: (2024) -
Twill: Scheduling Compound AI Systems on Heterogeneous Mobile Edge Platforms
by: Taufique, Zain, et al.
Published: (2025) -
Investigation of Energy-efficient AI Model Architectures and Compression Techniques for "Green" Fetal Brain Segmentation
by: Mazurek, Szymon, et al.
Published: (2024) -
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
by: Wu, Yushu, et al.
Published: (2024)