Suchergebnisse - (encoding OR Decoding) (algorithmssics OR (algorithm OR (algorithm OR algorithmssicsics)))

3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging von Proppe, Andrew H., Thekkadath, Guillaume, England, Duncan, Bustard, Philip J., Bouchard, Frédéric, Lundeen, Jeff S., Sussman, Benjamin J.

Inhaltsangabe: “… convolutional encoder captures correlations within and between frames to produce a 2D latent space, which …”
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MaskLRF: Self-supervised Pretraining via Masked Autoencoding of Local Reference Frames for Rotation-invariant 3D Point Set Analysis von Furuya, Takahiko

Inhaltsangabe: “… for practical 3D point set analysis. The proposed algorithm, called MaskLRF, learns rotation-invariant …”
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Robust Policy Learning via Offline Skill Diffusion von Kim, Woo Kyung, Yoo, Minjong, Woo, Honguk

Inhaltsangabe: “… , we devise a guided diffusion-based skill decoder in conjunction with the hierarchical encoding …”
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Bigraph Matching Weighted with Learnt Incentive Function for Multi-Robot Task Allocation von Paul, Steve, Maurer, Nathan, Chowdhury, Souma

Inhaltsangabe: “… -making, which is often achieved using heuristics-aided methods such as genetic algorithms, auction-based …”
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Investigating the Benefits of Projection Head for Representation Learning von Xue, Yihao, Gan, Eric, Ni, Jiayi, Joshi, Siddharth, Mirzasoleiman, Baharan

Inhaltsangabe: “… on top of the encoder during training, then discarding it and using the pre-projection representations …”
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Improving Robustness to Model Inversion Attacks via Sparse Coding Architectures von Dibbo, Sayanton V., Breuer, Adam, Moore, Juston, Teti, Michael

Inhaltsangabe: “… Recent model inversion attack algorithms permit adversaries to reconstruct a neural network …”
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SLEDGE: Synthesizing Driving Environments with Generative Models and Rule-Based Traffic von Chitta, Kashyap, Dauner, Daniel, Geiger, Andreas

Inhaltsangabe: “… -to-vector autoencoder. It encodes agents and the lane graph into distinct channels in a rasterized latent …”
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A Constrained Spectral Approximation of Subgrid-Scale Orography on Unstructured Grids von Chew, Ray, Dolaptchiev, Stamen, Wedel, Maja-Sophie, Achatz, Ulrich

Inhaltsangabe: “… of orographic gravity-wave sources in weather forecasting. A significant hurdle is encoding as much physical …”
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NeSLAM: Neural Implicit Mapping and Self-Supervised Feature Tracking With Depth Completion and Denoising von Deng, Tianchen, Wang, Yanbo, Xie, Hongle, Wang, Hesheng, Wang, Jingchuan, Wang, Danwei, Chen, Weidong

Inhaltsangabe: “… , which utilizes implicit neural representation to encode 3D scenes. This extension of NeRF to SLAM has …”
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Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning von Semenov, Andrei, Ivanov, Vladimir, Beznosikov, Aleksandr, Gasnikov, Alexander

Inhaltsangabe: “… Concept Bottleneck Model from pre-trained multi-modal encoder and new CLIP-like architectures …”
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Chemical mass-action systems as analog computers: implementing arithmetic computations at specified speed von Anderson, David F., Joshi, Badal

Inhaltsangabe: “… . In this context, the inputs to a computation are encoded as initial values of certain chemical species while …”
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MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning von Farina, Matteo, Mancini, Massimiliano, Cunegatti, Elia, Liu, Gaowen, Iacca, Giovanni, Ricci, Elisa

Inhaltsangabe: “… , the transferable representations already encoded in the pretrained model are a key aspect to preserve. Thus, we …”
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On-chip Real-time Hyperspectral Imager with Full CMOS Resolution Enabled by Massively Parallel Neural Network von Wen, Junren, Gao, Haiqi, Shi, Weiming, Feng, Shuaibo, Hao, Lingyun, Liu, Yujie, Xu, Liang, Shao, Yuchuan, Zhang, Yueguang, Shen, Weidong, Yang, Chenying

Inhaltsangabe: “… techniques suitable for mass production and the high-speed, high-accuracy reconstruction algorithm for real …”
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Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering von Yao, Jiawei, Qian, Qi, Hu, Juhua

Inhaltsangabe: “… datasets. However, a major challenge arises as users often do not need all the clusterings that algorithms …”
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The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset von Bellei, Claudio, Xu, Muhua, Phillips, Ross, Robinson, Tom, Weber, Mark, Kaler, Tim, Leiserson, Charles E., Arvind, Chen, Jie

Inhaltsangabe: “… encodes relational information at a subgroup level (multiple connected nodes) rather than at a node level …”
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TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction von Yin, Shi, Pan, Xinyang, Wang, Fengyan, He, Lixin

Inhaltsangabe: “… to induce SO(3)-equivariant encodings of various degrees from the learned SO(3)-invariant features …”
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Benchmarking Cross-Domain Audio-Visual Deception Detection von Guo, Xiaobao, Yu, Zitong, Selvaraj, Nithish Muthuchamy, Shen, Bingquan, Kong, Adams Wai-Kin, Kot, Alex C.

Inhaltsangabe: “… for multi-to-single domain generalization evaluation. We also propose an algorithm to enhance …”
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CLASSP: a Biologically-Inspired Approach to Continual Learning through Adjustment Suppression and Sparsity Promotion von Ludwig, Oswaldo

Inhaltsangabe: “… of the AdaGrad optimization algorithm. This means that weights that have received many updates should have lower …”
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Harnessing Vision-Language Pretrained Models with Temporal-Aware Adaptation for Referring Video Object Segmentation von Zhou, Zikun, Xiong, Wentao, Zhou, Li, Li, Xin, He, Zhenyu, Wang, Yaowei

Inhaltsangabe: “… pretrained representations for pixel-level prediction but also empowers the vision encoder to model temporal …”
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RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance von Fan, Jiaojiao, Xue, Haotian, Zhang, Qinsheng, Chen, Yongxin

Inhaltsangabe: “… coefficient is not necessary and simplifies the controllable generation mechanism. The resulting algorithm …”
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