3 citations · 4 across the 5 of their papers we have counts for
6 papers
DeepSeek-V4.1-Flash: Pushing the Limits of KV Cache Compression
DeepSeek-AI, :, Anyi Xu +585
The widespread adoption of long-horizon agents has made model workloads increasingly input-heavy. Although prior work has substantially reduced the cost of long-context computation…
Embedded Arena: Iterative Optimization via Hardware Feedback
Zhihan Zhang, Alexander Le Metzger, Jiuyang Lyu +10
Embedded devices from wildlife monitoring stations to clinical wearables require local AI inference due to latency, communication, or privacy constraints. Optimizing models for het…
Action Sensitivity Learning for the Ego4D Episodic Memory Challenge 2023
Jiayi Shao, Xiaohan Wang, Ruijie Quan +1
This report presents ReLER submission to two tracks in the Ego4D Episodic Memory Benchmark in CVPR 2023, including Natural Language Queries and Moment Queries. This solution inheri…
Action Sensitivity Learning for Temporal Action Localization
Jiayi Shao, Xiaohan Wang, Ruijie Quan +3
Temporal action localization (TAL), which involves recognizing and locating action instances, is a challenging task in video understanding. Most existing approaches directly predic…
Lana: A Language-Capable Navigator for Instruction Following and Generation
Xiaohan Wang, Wenguan Wang, Jiayi Shao +1
Recently, visual-language navigation (VLN) -- entailing robot agents to follow navigation instructions -- has shown great advance. However, existing literature put most emphasis on…
ReLER@ZJU Submission to the Ego4D Moment Queries Challenge 2022
Jiayi Shao, Xiaohan Wang, Yi Yang
In this report, we present the ReLER@ZJU1 submission to the Ego4D Moment Queries Challenge in ECCV 2022. In this task, the goal is to retrieve and localize all instances of possibl…