Risultati della ricerca - (coding OR decoding) (algorithm OR (algorithmics OR Algorithmsssics))

Joint User Association and Resource Allocation for Adaptive Semantic Communication in 5G and Beyond Networks di He, Xingqiu, You, Chaoqun, Chen, Zihan, Sun, Yao, Liu, Dongzhu, Quek, Tony Q. S., Gao, Yue

Sommario: “... and communication capabilities, employing a single, fixed semantic transceiver may degrade the coding efficiency...”
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An Invitation to Deep Reinforcement Learning di Jaeger, Bernhard, Geiger, Andreas

Sommario: “... objectives in recent years. Examples include aligning large language models via human feedback, code...”
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Optimal Transport Aggregation for Distributed Mixture-of-Experts di Chamroukhi, Faïcel, Pham, Nhat Thien

Sommario: “...) algorithm is derived to solve the resulting optimization problem. The method requires only a single...”
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Evaluating and Enhancing Large Language Models for Conversational Reasoning on Knowledge Graphs di Huang, Yuxuan

Sommario: “... gradient reinforcement learning algorithm, our model is optimized to learn from rich reward signals...”
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Response Enhanced Semi-supervised Dialogue Query Generation di Huang, Jianheng, Wang, Ante, Gao, Linfeng, Song, Linfeng, Su, Jinsong

Sommario: “.... Then, we adopt the REINFORCE algorithm to further enhance QP, with RA-provided rewards as fine-grained...”
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MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations di Hossain, Tonmoy, Zhang, Miaomiao

Sommario: “... also compare MGAug with state-of-the-art transformation-based image augmentation algorithms...”
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Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning di Xie, Desai, Li, Jiahao, Tan, Hao, Sun, Xin, Shu, Zhixin, Zhou, Yi, Bi, Sai, Pirk, Sören, Kaufman, Arie E.

Sommario: “..., an improved RLFT algorithm coupled with a novel Multi-view Reconstruction Consistency (MRC) metric, to enhance...”
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Adaptive trajectory-constrained exploration strategy for deep reinforcement learning di Wang, Guojian, Wu, Faguo, Zhang, Xiao, Guo, Ning, Zheng, Zhiming

Sommario: “...-gradient-based optimization algorithm that utilizes adaptively clipped trajectory-distance rewards for both...”
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Darwin3: A large-scale neuromorphic chip with a Novel ISA and On-Chip Learning di Ma, De, Jin, Xiaofei, Sun, Shichun, Li, Yitao, Wu, Xundong, Hu, Youneng, Yang, Fangchao, Tang, Huajin, Zhu, Xiaolei, Lin, Peng, Pan, Gang

Sommario: “... mesh of computing nodes with an innovative routing algorithm. We used a compression mechanism...”
Testo

AG-ReID.v2: Bridging Aerial and Ground Views for Person Re-identification di Nguyen, Huy, Nguyen, Kien, Sridharan, Sridha, Fookes, Clinton

Sommario: “... over existing baselines. We plan to release the dataset and algorithm source code publicly, aiming...”
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Distribution-aware Interactive Attention Network and Large-scale Cloud Recognition Benchmark on FY-4A Satellite Image di Zhang, Jiaqing, Lei, Jie, Xie, Weiying, Jiang, Kai, Cao, Mingxiang, Li, Yunsong

Sommario: “... support, weather forecasting, and climate research. However, recent deep learning algorithms have...”
Testo

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

Sommario: “.... 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 di Zhou, Jialong, Ai, Xing, Lai, Yuni, Michalak, Tomasz, Li, Gaolei, Li, Jianhua, Tang, Di, Zhang, Xingxing, Yang, Mengpei, Zhou, Kai

Sommario: “... 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 di Bethany, Mazal, Wherry, Brandon, Vishwamitra, Nishant, Najafirad, Peyman

Sommario: “... 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 di Gaikwad, Shreyas Sunil, Narayanan, Sri Hari Krishna, Hascoet, Laurent, Campin, Jean-Michel, Pillar, Helen, Nguyen, An, Huckelheim, Jan, Hovland, Paul, Heimbach, Patrick

Sommario: “... 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 di Rößle, Dominik, Gerner, Jeremias, Bogenberger, Klaus, Cremers, Daniel, Schmidtner, Stefanie, Schön, Torsten

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

Sommario: “... 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 di Della Libera, Luca, Andreoli, Jacopo, Pezze, Davide Dalle, Ravanelli, Mirco, Susto, Gian Antonio

Sommario: “.... 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 di Wang, Zhengbo, Liang, Jian, He, Ran, Wang, Zilei, Tan, Tieniu

Sommario: “.... 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 di Feng, Jiancheng, Smith, Rowan J., Hacar, Alvaro, Clark, Susan E., Seifried, Daniel

Sommario: “... Factory galactic-scale ISM suite in combination with 3D Monte Carlo radiative transfer code POLARIS...”
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