Search Results - (coding OR decoding) ((algorithmics OR (algorithm OR algorithm)) OR (algorithm OR Algorithmssics))

Multi-relational Graph Diffusion Neural Network with Parallel Retention for Stock Trends Classification by You, Zinuo, Zhang, Pengju, Zheng, Jin, Cartlidge, John

Table of Contents: “…. This is achieved through a novel edge generation algorithm that leverages information entropy and signal energy…”
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Adversarial Robustness of Link Sign Prediction in Signed Graphs by Zhou, Jialong, Ai, Xing, Lai, Yuni, Michalak, Tomasz, Li, Gaolei, Li, Jianhua, Tang, Di, Zhang, Xingxing, Yang, Mengpei, Zhou, Kai

Table of Contents: “… degree, and develop an efficient heuristic algorithm to solve the associated NP-hard optimization problem…”
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Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content Counterfactually by Bethany, Mazal, Wherry, Brandon, Vishwamitra, Nishant, Najafirad, Peyman

Table of Contents: “… grounded in unsafe image attributes, and then proposing a counterfactual explanation algorithm…”
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MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade by Gaikwad, Shreyas Sunil, Narayanan, Sri Hari Krishna, Hascoet, Laurent, Campin, Jean-Michel, Pillar, Helen, Nguyen, An, Huckelheim, Jan, Hovland, Paul, Heimbach, Patrick

Table of Contents: “… of the MITgcm is that it has been developed to be compatible with an algorithmic differentiation (AD) tool, TAF…”
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Unlocking Past Information: Temporal Embeddings in Cooperative Bird's Eye View Prediction by Rößle, Dominik, Gerner, Jeremias, Bogenberger, Klaus, Cremers, Daniel, Schmidtner, Stefanie, Schön, Torsten

Table of Contents: “… the detection capabilities of single-agent systems, prevalent camera-based algorithms in cooperative perception…”
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Game-Theoretic Unlearnable Example Generator by Liu, Shuang, Wang, Yihan, Gao, Xiao-Shan

Table of Contents: “… are obtained by directly solving the equilibrium of the Stackelberg game with a first-order algorithm. (2) We…”
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Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent by Della Libera, Luca, Andreoli, Jacopo, Pezze, Davide Dalle, Ravanelli, Mirco, Susto, Gian Antonio

Table of Contents: “…. In this work, we use Stein variational gradient descent, a recently proposed algorithm for approximating…”
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Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models by Wang, Zhengbo, Liang, Jian, He, Ran, Wang, Zilei, Tan, Tieniu

Table of Contents: “…. These modules are optimized by a novel collaborative training algorithm. Extensive experiments on few-shot…”
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On the evolution of the observed Mass-to-Length relationship for star-forming filaments by Feng, Jiancheng, Smith, Rowan J., Hacar, Alvaro, Clark, Susan E., Seifried, Daniel

Table of Contents: “… Factory galactic-scale ISM suite in combination with 3D Monte Carlo radiative transfer code POLARIS…”
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Noise Contrastive Alignment of Language Models with Explicit Rewards by Chen, Huayu, He, Guande, Yuan, Lifan, Cui, Ganqu, Su, Hang, Zhu, Jun

Table of Contents: “… comprises two parallel algorithms, NCA and InfoNCA, both enabling the direct extraction of an LM policy from…”
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COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability by Guo, Xingang, Yu, Fangxu, Zhang, Huan, Qin, Lianhui, Hu, Bin

Table of Contents: “… algorithm in controllable text generation, and introduce the COLD-Attack framework which unifies…”
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MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music by Wang, Zihao, Li, Shuyu, Zhang, Tao, Wang, Qi, Yu, Pengfei, Luo, Jinyang, Liu, Yan, Xi, Ming, Zhang, Kejun

Table of Contents: “… to semantic gaps between Music Information Retrieval (MIR) algorithms and human understanding, discrepancies…”
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Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-terminal Coding Sequences by Yan, Zhanglu, Chu, Weiran, Sheng, Yuhua, Tang, Kaiwen, Wang, Shida, Liu, Yanfeng, Wong, Weng-Fai

Table of Contents: “…N-terminal coding sequence (NCS) influences gene expression by impacting the translation initiation…”
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HyperFast: Instant Classification for Tabular Data by Bonet, David, Montserrat, Daniel Mas, Giró-i-Nieto, Xavier, Ioannidis, Alexander G.

Table of Contents: “… and time-consuming. Meanwhile, traditional machine learning methods like gradient-boosting algorithms…”
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AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks by Yang, Zekang, Zeng, Wang, Jin, Sheng, Qian, Chen, Luo, Ping, Liu, Wentao

Table of Contents: “…, leading to inefficient parameter search. To solve this problem, we propose a novel LLM-based HPO algorithm…”
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Enhancing Roadway Safety: LiDAR-based Tree Clearance Analysis by Carnot, Miriam Louise, Peukert, Eric, Franczyk, Bogdan

Table of Contents: “… cloud algorithm that can automatically detect those parts of the trees that grow over the street…”
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Go Beyond Black-box Policies: Rethinking the Design of Learning Agent for Interpretable and Verifiable HVAC Control by An, Zhiyu, Ding, Xianzhong, Du, Wan

Table of Contents: “… present an offline verification algorithm that guarantees the reliability of a control policy. Extensive…”
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Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization by Zhu, Zirui, Liu, Yong, Zheng, Zangwei, Guo, Huifeng, You, Yang

Table of Contents: “… and demonstrates a clear advantage over widely used optimization algorithms when applied to seven popular models…”
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Differentially Private Knowledge Distillation via Synthetic Text Generation by Flemings, James, Annavaram, Murali

Table of Contents: “… distillation algorithm that exploits synthetic data generated by a differentially private teacher LLM…”
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Delving into the Trajectory Long-tail Distribution for Muti-object Tracking by Chen, Sijia, Yu, En, Li, Jinyang, Tao, Wenbing

Table of Contents: “… of practical implementations. Current research has primarily focused on the development of tracking algorithms…”
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