Résultats de la recherche - encoding (algorithmsssic OR (algorithm OR (algorithmsssic OR algorithmsssic)))

Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation par Stanishevskii, Georgii, Steczkiewicz, Jakub, Szczepanik, Tomasz, Tadeja, Sławomir, Tabor, Jacek, Spurek, Przemysław

Table des matières: “… Splatting (GS). NeRFs encode the object's shape and color in neural network weights using a handful…”
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Joint Source-Channel Coding for Wireless Image Transmission: A Deep Compressed-Sensing Based Method par Jarrahi, Mohammad Amin, Bourtsoulatze, Eirina, Abolghasemi, Vahid

Table des matières: “…. Subsequently, the images are encoded by directly mapping image blocks to complex-valued channel input symbols…”
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Integrating Deep Learning and Synthetic Biology: A Co-Design Approach for Enhancing Gene Expression via N-terminal Coding Sequences par Yan, Zhanglu, Chu, Weiran, Sheng, Yuhua, Tang, Kaiwen, Wang, Shida, Liu, Yanfeng, Wong, Weng-Fai

Table des matières: “… method utilizes k-nearest encoding followed by word2vec to encode the NCS, then performs feature…”
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Multi-objective Differentiable Neural Architecture Search par Sukthanker, Rhea Sanjay, Zela, Arber, Staffler, Benedikt, Dooley, Samuel, Grabocka, Josif, Hutter, Frank

Table des matières: “… expensive search for each constraint. In this work, we propose a novel NAS algorithm that encodes user…”
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Trade-off between reconstruction accuracy and physical validity in modeling turbomachinery PIV data by Physics-Informed CNN par Soltani, Maryam, Akbari, Ghasem, Montazerin, Nader

Table des matières: “… or impute experimental gaps. While classical algorithms focus solely on replicating data using statistical…”
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Learning nuclear cross sections across the chart of nuclides with graph neural networks par Choi, Hongjun, Mitra, Sinjini, Brodksy, Jason, Glatt, Ruben, Holmbeck, Erika, Liu, Shusen, Schunck, Nicolas, Sieverding, Andre, Wendt, Kyle

Table des matières: “… representation learning to encode cross section data into a latent space using either variational autoencoders…”
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Dual Model Replacement:invisible Multi-target Backdoor Attack based on Federal Learning par Wang, Rong, Zhou, Guichen, Gao, Mingjun, Xiao, Yunpeng

Table des matières: “… steganography model with encoder-decoder structure is designed. The model can encode specific attack information…”
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Compressed Image Captioning using CNN-based Encoder-Decoder Framework par Ridoy, Md Alif Rahman, Hasan, M Mahmud, Bhowmick, Shovon

Table des matières: “… the gap between the visual and linguistic domains, a task that demands sophisticated algorithms and models…”
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Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting par Anand, Suraj, Lepori, Michael A., Merullo, Jack, Pavlick, Ellie

Table des matières: “… information is encoded in model parameters after iterated observations of data. An ideal model should be able…”
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LaMoD: Latent Motion Diffusion Model For Myocardial Strain Generation par Xing, Jiarui, Jayakumar, Nivetha, Wu, Nian, Wang, Yu, Epstein, Frederick H., Zhang, Miaomiao

Table des matières: “…-based image registration algorithms have shown promising results in predicting motion fields from…”
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Cover-separable Fixed Neural Network Steganography via Deep Generative Models par Li, Guobiao, Li, Sheng, Qian, Zhenxing, Zhang, Xinpeng

Table des matières: “…, namely Cs-FNNS. In Cs-FNNS, we propose a Steganographic Perturbation Search (SPS) algorithm to directly…”
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CIC: Circular Image Compression par Li, Honggui, Chen, Sinan, Li, Dingtai, Zhang, Zhengyang, Hossain, Nahid Md Lokman, Xu, Xinfeng, Qin, Yinlu, Wang, Ruobing, Trocan, Maria, Galayko, Dimitri, Amara, Amara, Sawan, Mohamad

Table des matières: “…-loop architecture with serial encoding and decoding units. Nevertheless, according to the principles…”
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A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer par Machado, Inês P., Reithmeir, Anna, Kogl, Fryderyk, Rundo, Leonardo, Funingana, Gabriel, Reinius, Marika, Mungmeeprued, Gift, Gao, Zeyu, McCague, Cathal, Kerfoot, Eric, Woitek, Ramona, Sala, Evis, Ou, Yangming, Brenton, James, Schnabel, Julia, Crispin, Mireia

Table des matières: “…. In this work, we propose a self-supervised deformable image registration algorithm that utilises a general…”
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Unfolding Videos Dynamics via Taylor Expansion par Chen, Siyi, Choi, Minkyu, Zhao, Zesen, Han, Kuan, Qu, Qing, Liu, Zhongming

Table des matières: “… neural network that encodes a video and its temporal derivatives into consistent embeddings following a…”
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Blockchain-Enabled Variational Information Bottleneck for Data Extraction Based on Mutual Information in Internet of Vehicles par Zhang, Cui, Zhang, Wenjun, Wu, Qiong, Fan, Pingyi, Cheng, Nan, Chen, Wen, Letaief, Khaled B.

Table des matières: “… this problem. The VIB technique facilitates the training of encoding and decoding models, substantially…”
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ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training par Liu, Weihuang, Shen, Xi, Pun, Chi-Man, Cun, Xiaodong

Table des matières: “…. Previous algorithms to detect these fakes often fail in new, real-world scenarios because they are trained…”
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Modularity maximization and community detection in complex networks through recursive and hierarchical annealing in the D-Wave Advantage quantum processing units par Falcó-Roget, Joan, Jurek, Kacper, Wojtarowicz, Barbara, Capała, Karol, Rycerz, Katarzyna

Table des matières: “… hybrid solutions. We bypass the one-hot encoding constraints by hierarchically and recursively encoding…”
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Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction par Brenner, Manuel, Hemmer, Christoph Jürgen, Monfared, Zahra, Durstewitz, Daniel

Table des matières: “… be efficiently trained with any SOTA algorithm for dynamical systems reconstruction (DSR), and naturally give…”
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Two are better than one: Context window extension with multi-grained self-injection par Han, Wei, Zhou, Pan, Poria, Soujanya, Yan, Shuicheng

Table des matières: “… on this architecture, we introduce a specialized tree-style data structure to efficiently encode, store and retrieve…”
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Phases of decodability in the surface code with unitary errors par Bao, Yimu, Anand, Sajant

Table des matières: “… with ferromagnetic order, giving rise to a phase in which the encoded information is retained yet is effectively…”
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