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2021
Robust Multi-Task Learning with Excess Risks
Veröffentlicht 2024Inhaltsangabe: “… losses to prioritize difficult tasks. However, these algorithms face a great challenge whenever label …”
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2022
Quantum Backtracking in Qrisp Applied to Sudoku Problems
Veröffentlicht 2024Inhaltsangabe: “… The quantum backtracking algorithm proposed by Ashley Montanaro raised considerable interest …”
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2023
EgoPAT3Dv2: Predicting 3D Action Target from 2D Egocentric Vision for Human-Robot Interaction
Veröffentlicht 2024Inhaltsangabe: “… potential for generalization. Moreover, we substantially enhance the baseline algorithm by introducing a …”
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2024
MQE: Unleashing the Power of Interaction with Multi-agent Quadruped Environment
Veröffentlicht 2024Inhaltsangabe: “… ) algorithms in realistic and dynamic scenarios. MQE emphasizes complex interactions between robots and objects …”
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2025
FightLadder: A Benchmark for Competitive Multi-Agent Reinforcement Learning
Veröffentlicht 2024Inhaltsangabe: “… algorithms. Specifically, in multi-agent RL (MARL), a plethora of benchmarks based on cooperative games have …”
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2026
Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA
Veröffentlicht 2024Inhaltsangabe: “… with reliable uncertainty estimation. However, the algorithmic complexity and the resulting hardware performance …”
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2027
Variational LOCC-assisted quantum circuits for long-range entangled states
Veröffentlicht 2024Inhaltsangabe: “… , we propose a quantum-classical hybrid algorithm to find optimal LOCC protocols for preparing ground …”
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2028
An Attention-Based Algorithm for Gravity Adaptation Zone Calibration
Veröffentlicht 2024Inhaltsangabe: “… interrelationships among multidimensional data. This paper proposes an attention-enhanced algorithm for gravity …”
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2029
AI-Aided Kalman Filters
Veröffentlicht 2024Inhaltsangabe: “… The Kalman filter (KF) and its variants are among the most celebrated algorithms in signal …”
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2030
Non-uniform Fourier Domain Stretching method for ultra-wide-angle wave propagation
Veröffentlicht 2024Inhaltsangabe: “… information coded into the CGH. The presented evidence shows that the NU-FDS algorithm can accurately …”
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2031
Efficient simulation of quarkonium master equation beyond the dipole approximation
Veröffentlicht 2024Inhaltsangabe: “… QTRAJ is a computer code that simulates the propagation of quarkonium in the quark-gluon plasma …”
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2032
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
Veröffentlicht 2024Inhaltsangabe: “… -of-the-art performance in DVF, demonstrating the effectiveness of our algorithm. Both source code and DVF …”
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2033
FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning
Veröffentlicht 2024Inhaltsangabe: “… and conventional FL algorithms. Our code is available at https://github.com/danny0628/FedCAR. …”
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2034
LEARN: A Unified Framework for Multi-Task Domain Adapt Few-Shot Learning
Veröffentlicht 2024Inhaltsangabe: “… recent progress in terms of the availability of state-of-the-art algorithms and datasets. Frameworks have …”
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2035
Faster quantum chemistry simulations on a quantum computer with improved tensor factorization and active volume compilation
Veröffentlicht 2025Inhaltsangabe: “… algorithmic advancements such as qubitization and Tensor Hypercontraction (THC) have significantly reduced …”
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2036
LiFT: Lightweight, FPGA-tailored 3D object detection based on LiDAR data
Veröffentlicht 2025Inhaltsangabe: “… This paper presents LiFT, a lightweight, fully quantized 3D object detection algorithm for LiDAR …”
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2037
Superimposed Pilot-Based OTFS: Will It Work?
Veröffentlicht 2025Inhaltsangabe: “… on the SP-based OTFS system in channel coded scenarios, we propose a novel pilot assignment scheme …”
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2038
Don't Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls
Veröffentlicht 2025Inhaltsangabe: “… Recent advancements in tree search algorithms guided by verifiers have significantly enhanced …”
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2039
Leveraging Qubit Loss Detection in Fault Tolerant Quantum Algorithms
Veröffentlicht 2025Inhaltsangabe: “… and correct loss errors in logical algorithms and leverage such loss information in decoding. Considering …”
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2040
PDX: A Data Layout for Vector Similarity Search
Veröffentlicht 2025Inhaltsangabe: “… distance kernels on standard horizontal vector storage (avg 40% faster), only relying on scalar code …”
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