Delve into the cutting edge of Artificial Intelligence with our dedicated Research Paper section.
[Submitted on 26 Sep 2024 (v1), last revised 27 Sep 2024 (this version, v2)] View a PDF of the paper titled MoJE: Mixture of Jailbreak Experts, Naive Tabular Classifiers as Guard for Prompt Attacks, by Giandomenico Cornacchia and 5 other…
arXiv:2409.18901v1 Announce Type: cross Abstract: Learning a discriminative model to distinguish a target from its surrounding distractors is essential to generic visual object tracking. Dynamic target representation adaptation against distractors is challenging due to the limited discriminative capabilities of prevailing…
[Submitted on 8 Aug 2022 (v1), last revised 27 Sep 2024 (this version, v3)] View a PDF of the paper titled On Rademacher Complexity-based Generalization Bounds for Deep Learning, by Lan V. Truong View PDF Abstract:We show that the Rademacher…
[Submitted on 26 Apr 2024 (v1), last revised 27 Sep 2024 (this version, v2)] View a PDF of the paper titled Efficient Exploration of Image Classifier Failures with Bayesian Optimization and Text-to-Image Models, by Adrien LeCoz and 3 other authors…
[Submitted on 26 Sep 2024 (v1), last revised 27 Sep 2024 (this version, v2)] View a PDF of the paper titled CRoP: Context-wise Robust Static Human-Sensing Personalization, by Sawinder Kaur and 7 other authors View PDF Abstract:The advancement in deep…
[Submitted on 23 Dec 2023 (v1), last revised 27 Sep 2024 (this version, v2)] View a PDF of the paper titled On fundamental aspects of quantum extreme learning machines, by Weijie Xiong and 6 other authors View PDF Abstract:Quantum Extreme…
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arXiv:2409.18877v1 Announce Type: cross Abstract: Visual emotion analysis holds significant research value in both computer vision and psychology. However, existing methods for visual emotion analysis suffer from limited generalizability due to the ambiguity of emotion perception and the diversity of…
[Submitted on 21 Jun 2024 (v1), last revised 26 Sep 2024 (this version, v2)] View a PDF of the paper titled Learning Variable Compliance Control From a Few Demonstrations for Bimanual Robot with Haptic Feedback Teleoperation System, by Tatsuya Kamijo…
[Submitted on 22 Sep 2024 (v1), last revised 26 Sep 2024 (this version, v2)] View a PDF of the paper titled J2N — Nominal Adjective Identification and its Application, by Lemeng Qi and 2 other authors View PDF HTML (experimental)…
arXiv:2409.17612v1 Announce Type: cross Abstract: The sharp increase in data-related expenses has motivated research into condensing datasets while retaining the most informative features. Dataset distillation has thus recently come to the fore. This paradigm generates synthetic dataset that are representative…
arXiv:2409.17264v1 Announce Type: new Abstract: As large language models (LLMs) evolve to handle increasingly longer contexts, serving inference requests for context lengths in the range of millions of tokens presents unique challenges. While existing techniques are effective for training, they…