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Group Relative Policy Optimization for Image Captioning by Liang, Xu

Table of Contents: “… sequence training (SCST) for reinforcement learning optimization. However, the SCST algorithm has certain…”
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Multi-Agent Inverse Q-Learning from Demonstrations by Haynam, Nathaniel, Khoja, Adam, Kumar, Dhruv, Myers, Vivek, Bıyık, Erdem

Table of Contents: “…When reward functions are hand-designed, deep reinforcement learning algorithms often suffer from…”
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HexPlane Representation for 3D Semantic Scene Understanding by Chen, Zeren, Hou, Yuenan, Chen, Yulin, Liu, Li, Sun, Xiao, Sheng, Lu

Table of Contents: “… understanding in 3D space. On ScanNet and SemanticKITTI benchmarks, our algorithm, dubbed HexNet3D, achieves…”
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Pig behavior dataset and Spatial-temporal perception and enhancement networks based on the attention mechanism for pig behavior recognition by Qi, Fangzheng, Hou, Zhenjie, Lin, En, Li, Xing, Liang, iuzhen, Zhou, Xinwen

Table of Contents: “… datasets not only limits the development of innovative algorithms but also hampers model robustness…”
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Broaden your SCOPE! Efficient Multi-turn Conversation Planning for LLMs with Semantic Space by Chen, Zhiliang, Niu, Xinyuan, Foo, Chuan-Sheng, Low, Bryan Kian Hsiang

Table of Contents: “… response at each turn. Existing simulation-based conversation planning algorithms typically select…”
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Agentic Keyframe Search for Video Question Answering by Fan, Sunqi, Guo, Meng-Hao, Yang, Shuojin

Table of Contents: “… powerful algorithm for identifying keyframes in the VideoQA task. It can effectively distinguish key…”
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Versatile Cross-platform Compilation Toolchain for Schrödinger-style Quantum Circuit Simulation by Lu, Yuncheng, Liang, Shuang, Fan, Hongxiang, Guo, Ce, Luk, Wayne, Kelly, Paul H. J.

Table of Contents: “… growing demand for exploring and verifying quantum algorithms. Efficient classical simulators for high…”
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Generalized Phase Pressure Control Enhanced Reinforcement Learning for Traffic Signal Control by Liao, Xiao-Cheng, Mei, Yi, Zhang, Mengjie, Chen, Xiang-Ling

Table of Contents: “… algorithm template named G2P-XLight, and two RL algorithms, G2P-MPLight and G2P-CoLight, by combining…”
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Video-R1: Reinforcing Video Reasoning in MLLMs by Feng, Kaituo, Gong, Kaixiong, Li, Bohao, Guo, Zonghao, Wang, Yibing, Peng, Tianshuo, Wu, Junfei, Zhang, Xiaoying, Wang, Benyou, Yue, Xiangyu

Table of Contents: “… training with the GRPO algorithm to video reasoning presents two primary challenges: (i) a lack of temporal…”
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CaLiV: LiDAR-to-Vehicle Calibration of Arbitrary Sensor Setups by Tahiraj, Ilir, Edinger, Markus, Kulmer, Dominik, Lienkamp, Markus

Table of Contents: “…-to-Vehicle calibration is not supported by the vast majority of calibration algorithms. In this work, we…”
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Interpretable Style Takagi-Sugeno-Kang Fuzzy Clustering by Gu, Suhang, Wang, Ye, Chou, Yongxin, Cong, Jinliang, Lu, Mingli, Jiao, Zhuqing

Table of Contents: “… algorithms. In addition, due to the homogeneity of data, different groups of data have their own homogeneous…”
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TransDOA: Calibrating Array Imperfections via Transformer-based Transfer Learning by Zhou, Bo, Xu, Kaijie, Quan, Yinghui, Xing, Mengdao

Table of Contents: “… more thorough evaluation of algorithms and further validate the proposed method. Our code can…”
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The Evolving Role of Programming and LLMs in the Development of Self-Driving Laboratories by Kitchin, John R.

Table of Contents: “… instrument designed for prototyping automation algorithms and machine learning workflows. Claude-Light…”
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Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness by Kolahdouzi, Mojtaba, Gunes, Hatice, Etemad, Ali

Table of Contents: “…We study whether and how the choice of optimization algorithm can impact group fairness in deep…”
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FineQ: Software-Hardware Co-Design for Low-Bit Fine-Grained Mixed-Precision Quantization of LLMs by Xie, Xilong, Wang, Liang, Xiao, Limin, Han, Meng, Sun, Lin, Zheng, Shuai, Xu, Xiangrong

Table of Contents: “…. Finally, we introduce an accelerator utilizing temporal coding that effectively supports the quantization…”
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ReaCritic: Reasoning Transformer-based DRL Critic-model Scaling For Wireless Networks by You, Feiran, Du, Hongyang

Table of Contents: “…. In many DRL algorithms, especially those involving value-based or actor-critic structures, the critic…”
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Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action by Sun, Yuhao, Zhang, Zhenyi, Wang, Zihan, Li, Tiejun, Zhou, Peijie

Table of Contents: “… algorithms have been developed to tackle this problem, based on frameworks such as optimal transport…”
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Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning by Dong, Guanting, Chen, Yifei, Li, Xiaoxi, Jin, Jiajie, Qian, Hongjin, Zhu, Yutao, Mao, Hangyu, Zhou, Guorui, Dou, Zhicheng, Wen, Ji-Rong

Table of Contents: “… reinforcement learning (RL). However, leveraging the RL algorithm to empower effective multi-tool collaborative…”
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Pseudo Multi-Source Domain Generalization: Bridging the Gap Between Single and Multi-Source Domain Generalization by Enomoto, Shohei

Table of Contents: “… the application of sophisticated MDG algorithms in more practical Single-source Domain Generalization (SDG…”
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Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging by Wang, Ping, Wang, Lishun, Qu, Gang, Wang, Xiaodong, Zhang, Yulun, Yuan, Xin

Table of Contents: “… for single-pixel imaging (SPI) inverse problem. PnP approaches, a class of iterative algorithms where…”
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