Search Results - (endedededededededededededeDecoding OR (endedededededededededededeDecoding OR coding)) algorithm

ORPO: Monolithic Preference Optimization without Reference Model by Hong, Jiwoo, Lee, Noah, Thorne, James

Table of Contents: “…While recent preference alignment algorithms for language models have demonstrated promising…”
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Efficient Multiplayer Battle Game Optimizer for Adversarial Robust Neural Architecture Search by Zhong, Rui, Xu, Yuefeng, Zhang, Chao, Yu, Jun

Table of Contents: “…This paper introduces a novel metaheuristic algorithm, known as the efficient multiplayer battle…”
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Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner by Wang, Xubin, Wang, Yunhe, Ma, Zhiqing, Wong, Ka-Chun, Li, Xiangtao

Table of Contents: “… number of biomarker genes. While computational methods using nature-inspired algorithms have shown…”
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Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning by Song, Yeda, Lee, Dongwook, Kim, Gunhee

Table of Contents: “… on the D4RL benchmark, where COCOA generally improves the performance of each algorithm. The code…”
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Pseudo-noise pulse-compression thermography: a powerful tool for time-domain thermography analysis by Ricci, Marco, Zito, Rocco, Laureti, Stefano

Table of Contents: “… heating sources, coded excitation signals, and processing algorithms. The variety of such techniques…”
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AFter: Attention-based Fusion Router for RGBT Tracking by Lu, Andong, Wang, Wanyu, Li, Chenglong, Tang, Jin, Luo, Bin

Table of Contents: “…. Unlike complex search of different structures in neural architecture search algorithms, we develop a…”
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MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning by Zhang, Wenjin, Li, Keyi, Yang, Sen, Gao, Chenyang, Yang, Wanzhao, Yuan, Sifan, Marsic, Ivan

Table of Contents: “… this limitation and improve SSL performance, we introduce \algo, a novel algorithm that fully utilizes unlabeled…”
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VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons by Chen, Zhen, Luo, Xingjian, Wu, Jinlin, Chan, Danny T. M., Lei, Zhen, Wang, Jinqiao, Ourselin, Sebastien, Liu, Hongbin

Table of Contents: “… advanced algorithms to provide understanding and decision-making assistance for surgeons. Despite great…”
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Distributed Speculative Inference (DSI): Speculation Parallelism for Provably Faster Lossless Language Model Inference by Timor, Nadav, Mamou, Jonathan, Korat, Daniel, Berchansky, Moshe, Pereg, Oren, Wasserblat, Moshe, Galanti, Tomer, Gordon, Michal, Harel, David

Table of Contents: “…This paper introduces distributed speculative inference (DSI), a novel inference algorithm…”
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Synthesizing Programmatic Reinforcement Learning Policies with Large Language Model Guided Search by Liu, Max, Yu, Chan-Hung, Lee, Wei-Hsu, Hung, Cheng-Wei, Chen, Yen-Chun, Sun, Shao-Hua

Table of Contents: “… codes and then convert them into DSL programs. To further optimize the LLM-generated programs, we…”
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Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning by Shankar, Aditya, Decouchant, Jérémie, Gkorou, Dimitra, Hai, Rihan, Chen, Lydia Y.

Table of Contents: “…), a novel framework with the following key features: i) a privacy-preserving algorithm for forecasting…”
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Offline Multi-Objective Optimization by Xue, Ke, Tan, Rong-Xi, Huang, Xiaobin, Qian, Chao

Table of Contents: “… architecture, learning algorithm, and search algorithm. Empirical results show improvements over the best value…”
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Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence by Lu, Junru, Li, Jiazheng, An, Siyu, Zhao, Meng, He, Yulan, Yin, Di, Sun, Xing

Table of Contents: “…Direct Preference Optimization (DPO) has emerged as a prominent algorithm for the direct and robust…”
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Suri: Multi-constraint Instruction Following for Long-form Text Generation by Pham, Chau Minh, Sun, Simeng, Iyyer, Mohit

Table of Contents: “… associated with collecting human preference judgments on long-form texts, preference-tuning algorithms…”
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Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning by Li, Zeju, Zheng, Ying-Qiu, Chen, Chen, Jbabdi, Saad

Table of Contents: “…Semi-supervised learning (SSL) algorithms struggle to perform well when exposed to imbalanced…”
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A Flexible Model for Record Linkage by Robach, Kayané, van der Pas, Stéphanie L, van de Wiel, Mark A, Hof, Michel H

Table of Contents: “…, postal code). Existing methodologies typically involve a compromise between computational efficiency…”
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Understanding Reinforcement Learning-Based Fine-Tuning of Diffusion Models: A Tutorial and Review by Uehara, Masatoshi, Zhao, Yulai, Biancalani, Tommaso, Levine, Sergey

Table of Contents: “… reinforcement learning (RL). We explain the application of various RL algorithms, including PPO, differentiable…”
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Accelerating Iteratively Linear Detectors in Multi-User (ELAA-)MIMO Systems with UW-SVD by Liu, Jiuyu, Ma, Yi, Wang, Jinfei, Tafazolli, Rahim

Table of Contents: “…-signal vector. Existing iterative algorithms can be used to recover the e-signal vector, which undergoes…”
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MambaEVT: Event Stream based Visual Object Tracking using State Space Model by Wang, Xiao, wang, Chao, Wang, Shiao, Wang, Xixi, Zhao, Zhicheng, Zhu, Lin, Jiang, Bo

Table of Contents: “… resolution. Current event-based tracking algorithms are gradually hitting their performance bottlenecks, due…”
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Neural Exploratory Landscape Analysis for Meta-Black-Box-Optimization by Ma, Zeyuan, Chen, Jiacheng, Guo, Hongshu, Gong, Yue-Jiao

Table of Contents: “… fashion. NeurELA is pre-trained over a variety of MetaBBO algorithms using a multi-task neuroevolution…”
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