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2501
Minimum Cost Loop Nests for Contraction of a Sparse Tensor with a Tensor Network
Veröffentlicht 2023Inhaltsangabe: “… on performance and scalability optimizations for specific SpTTN kernels. We present algorithms and a runtime …”
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2502
QuIP: 2-Bit Quantization of Large Language Models With Guarantees
Veröffentlicht 2023Inhaltsangabe: “… -scale quantization algorithm, and show that our theory also applies to an existing method, OPTQ …”
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2503
Value-Distributional Model-Based Reinforcement Learning
Veröffentlicht 2023Inhaltsangabe: “… and model-free algorithms. The code is available at https://github.com/boschresearch/dist-mbrl. …”
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2504
Panoptic Vision-Language Feature Fields
Veröffentlicht 2023Inhaltsangabe: “… . In this paper, we propose to the best of our knowledge the first algorithm for open-vocabulary panoptic …”
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2505
Robust Stochastically-Descending Unrolled Networks
Veröffentlicht 2023Inhaltsangabe: “… iterative algorithm in the layers of a trainable neural network. However, the convergence guarantees …”
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2506
Exploration and Anti-Exploration with Distributional Random Network Distillation
Veröffentlicht 2024Inhaltsangabe: “… ) algorithm has been demonstrated to be effective in numerous environments, it often needs more discriminative …”
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2507
Machine Unlearning for Image-to-Image Generative Models
Veröffentlicht 2024Inhaltsangabe: “… computationally-efficient algorithm, underpinned by rigorous theoretical analysis, that demonstrates negligible …”
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2508
Maximum A Posteriori Ly-alpha Estimator (MAPLE): Band-power and covariance estimation of the 3D Ly-alpha forest power spectrum
Veröffentlicht 2024Inhaltsangabe: “… MAPLE. Our Wiener-filter based algorithm reconstructs a window-deconvolved P3D in the presence …”
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2509
Towards Long Term SLAM on Thermal Imagery
Veröffentlicht 2024Inhaltsangabe: “… ) algorithms. In addition to challenging front-end data association, thermal imagery presents an additional …”
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2510
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization
Veröffentlicht 2024Inhaltsangabe: “… pairwise registration algorithm that iteratively identifies overlaps and refines attention scores …”
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2511
Deep Reinforcement Learning-aided Transmission Design for Energy-efficient Link Optimization in Vehicular Communications
Veröffentlicht 2024Inhaltsangabe: “… DRL algorithm integrating both double deep Q-Network and Dueling deep Q-Network, for the joint design …”
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2512
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent
Veröffentlicht 2024Inhaltsangabe: “… Counterfactual regret minimization (CFR) is a family of algorithms for effectively solving …”
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2513
Determinants and Inverses of banded Toeplitz Matrices over $\mathbb{F}_p$ Are Periodic
Veröffentlicht 2024Inhaltsangabe: “… extensively studied in the fields of coding theory and automata theory. In this paper, we discover that both …”
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2514
Weighted Stacking of Radio Images Affected by Noise and Interfering Signals
Veröffentlicht 2024Inhaltsangabe: “… We implement an algorithm based on the weighted stacking of astronomical images that can combine …”
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2515
State-Free Inference of State-Space Models: The Transfer Function Approach
Veröffentlicht 2024Inhaltsangabe: “… representation, the transfer function, and uncover a highly efficient sequence parallel inference algorithm …”
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2516
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch
Veröffentlicht 2024Inhaltsangabe: “… The sample efficiency of Bayesian optimization algorithms depends on carefully crafted acquisition …”
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2517
Large Language Model Assisted Adversarial Robustness Neural Architecture Search
Veröffentlicht 2024Inhaltsangabe: “… . Six well-known meta-heuristic algorithms (MHAs) including genetic algorithm (GA), particle swarm …”
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2518
Wiki Entity Summarization Benchmark
Veröffentlicht 2024Inhaltsangabe: “… dataset generator to test entity summarization algorithms in different areas of the knowledge graph …”
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2519
Search-based versus Sampling-based Robot Motion Planning: A Comparative Study
Veröffentlicht 2024Inhaltsangabe: “… and continuous search space. In past decades, a wide variety of planning algorithms have been developed to tackle …”
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2520
A Multi-Stream Fusion Approach with One-Class Learning for Audio-Visual Deepfake Detection
Veröffentlicht 2024Inhaltsangabe: “… . In practical use cases, new generation algorithms are continually emerging, and these algorithms …”
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