Paper List

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Summary of S3pt: Scene Semantics and Structure Guided Clustering to Boost Self-supervised Pre-training For Autonomous Driving, by Maciej K. Wozniak et al.
Summary of Teaching a Language Model to Distinguish Between Similar Details Using a Small Adversarial Training Set, by Chris Achard
Summary of Diamond: Dementia Diagnosis with Multi-modal Vision Transformers Using Mri and Pet, by Yitong Li et al.
Summary of Public Domain 12m: a Highly Aesthetic Image-text Dataset with Novel Governance Mechanisms, by Jordan Meyer et al.
Summary of A Little Less Conversation, a Little More Action, Please: Investigating the Physical Common-sense Of Llms in a 3d Embodied Environment, by Matteo G. Mecattaf et al.
Summary of Tomato: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models, by Ziyao Shangguan et al.
Summary of Vl-cache: Sparsity and Modality-aware Kv Cache Compression For Vision-language Model Inference Acceleration, by Dezhan Tu et al.
Summary of Tpp-gaze: Modelling Gaze Dynamics in Space and Time with Neural Temporal Point Processes, by Alessandro D’amelio et al.
Summary of Leaf: Learning and Evaluation Augmented by Fact-checking to Improve Factualness in Large Language Models, By Hieu Tran et al.
Summary of Graph-augmented Relation Extraction Model with Llms-generated Support Document, by Vicky Dong and Hao Yu and Yao Chen
Summary of From Context to Action: Analysis Of the Impact Of State Representation and Context on the Generalization Of Multi-turn Web Navigation Agents, by Nalin Tiwary et al.
Summary of Simulating User Agents For Embodied Conversational-ai, by Daniel Philipov et al.
Summary of Using Structural Similarity and Kolmogorov-arnold Networks For Anatomical Embedding Of Cortical Folding Patterns, by Minheng Chen et al.
Summary of Kernel Looping: Eliminating Synchronization Boundaries For Peak Inference Performance, by David Koeplinger et al.
Summary of Effective Guidance For Model Attention with Simple Yes-no Annotations, by Seongmin Lee et al.
Summary of Addressing Issues with Working Memory in Video Object Segmentation, by Clayton Bromley et al.
Summary of Do Large Language Models Align with Core Mental Health Counseling Competencies?, by Viet Cuong Nguyen et al.
Summary of Image2struct: Benchmarking Structure Extraction For Vision-language Models, by Josselin Somerville Roberts et al.
Summary of Predicting Future Actions Of Reinforcement Learning Agents, by Stephen Chung et al.
Summary of Scaling Llm Inference with Optimized Sample Compute Allocation, by Kexun Zhang et al.
Summary of Realcqa-v2 : Visual Premise Proving a Manual Cot Dataset For Charts, by Saleem Ahmed et al.
Summary of From Silos to Systems: Process-oriented Hazard Analysis For Ai Systems, by Shalaleh Rismani et al.
Summary of Ml Research Benchmark, by Matthew Kenney
Summary of Cogs: Model Agnostic Causality Constrained Counterfactual Explanations Using Goal-directed Asp, by Sopam Dasgupta et al.
Summary of Prove Your Point!: Bringing Proof-enhancement Principles to Argumentative Essay Generation, by Ruiyu Xiao et al.
Summary of Backdoor Attack Against Vision Transformers Via Attention Gradient-based Image Erosion, by Ji Guo et al.
Summary of Self-driving Car Racing: Application Of Deep Reinforcement Learning, by Florentiana Yuwono et al.
Summary of Beyond Ontology in Dialogue State Tracking For Goal-oriented Chatbot, by Sejin Lee and Dongha Kim and Min Song
Summary of Injecguard: Benchmarking and Mitigating Over-defense in Prompt Injection Guardrail Models, by Hao Li et al.
Summary of Reliability Assessment Of Information Sources Based on Random Permutation Set, by Juntao Xu et al.
Summary of Eliciting Critical Reasoning in Retrieval-augmented Language Models Via Contrastive Explanations, by Leonardo Ranaldi et al.
Summary of Sfa-unet: More Attention to Multi-scale Contrast and Contextual Information in Infrared Small Object Segmentation, by Imad Ali Shah et al.
Summary of Less Is More: Pre-training Cross-lingual Small-scale Language Models with Cognitively-plausible Curriculum Learning Strategies, by Suchir Salhan et al.
Summary of Bis: Nl2sql Service Evaluation Benchmark For Business Intelligence Scenarios, by Bora Caglayan et al.
Summary of Diffusion As Reasoning: Enhancing Object Goal Navigation with Llm-biased Diffusion Model, by Yiming Ji et al.
Summary of A Fresh Look at Generalized Category Discovery Through Non-negative Matrix Factorization, by Zhong Ji et al.
Summary of Advancing Efficient Brain Tumor Multi-class Classification — New Insights From the Vision Mamba Model in Transfer Learning, by Yinyi Lai et al.
Summary of Building Altruistic and Moral Ai Agent with Brain-inspired Affective Empathy Mechanisms, by Feifei Zhao et al.
Summary of Beyond Text: Optimizing Rag with Multimodal Inputs For Industrial Applications, by Monica Riedler et al.
Summary of From Explicit Rules to Implicit Reasoning in An Interpretable Violence Monitoring System, by Wen-dong Jiang et al.
Summary of Path-based Summary Explanations For Graph Recommenders (extended Version), by Danae Pla Karidi and Evaggelia Pitoura
Summary of Sing It, Narrate It: Quality Musical Lyrics Translation, by Zhuorui Ye et al.
Summary of Tractshapenet: Efficient Multi-shape Learning with 3d Tractography Point Clouds, by Yui Lo et al.
Summary of Mapping the Neuro-symbolic Ai Landscape by Architectures: a Handbook on Augmenting Deep Learning Through Symbolic Reasoning, By Jonathan Feldstein et al.
Summary of Hyperspectral Imaging-based Perception in Autonomous Driving Scenarios: Benchmarking Baseline Semantic Segmentation Models, by Imad Ali Shah et al.
Summary of Protecting Privacy in Multimodal Large Language Models with Mllmu-bench, by Zheyuan Liu et al.
Summary of Solving Epistemic Logic Programs Using Generate-and-test with Propagation, by Jorge Fandinno and Lute Lillo
Summary of Natural Language Processing For Analyzing Electronic Health Records and Clinical Notes in Cancer Research: a Review, by Muhammad Bilal et al.
Summary of Lightweight Frequency Masker For Cross-domain Few-shot Semantic Segmentation, by Jintao Tong et al.
Summary of Adam: An Embodied Causal Agent in Open-world Environments, by Shu Yu et al.
Summary of A Methodology For Incompleteness-tolerant and Modular Gradual Semantics For Argumentative Statement Graphs, by Antonio Rago et al.
Summary of Democratizing Reward Design For Personal and Representative Value-alignment, by Carter Blair et al.
Summary of From Melodic Note Sequences to Pitches Using Word2vec, by Daniel Defays
Summary of Contextiq: a Multimodal Expert-based Video Retrieval System For Contextual Advertising, by Ashutosh Chaubey et al.
Summary of Llmcbench: Benchmarking Large Language Model Compression For Efficient Deployment, by Ge Yang et al.
Summary of Causal Interventions on Causal Paths: Mapping Gpt-2’s Reasoning From Syntax to Semantics, by Isabelle Lee et al.
Summary of Ct2c-qa: Multimodal Question Answering Over Chinese Text, Table and Chart, by Bowen Zhao et al.
Summary of Advi2i: Adversarial Image Attack on Image-to-image Diffusion Models, by Yaopei Zeng et al.
Summary of Estimating Causal Effects Of Text Interventions Leveraging Llms, by Siyi Guo et al.
Summary of Large Language Models For Manufacturing, by Yiwei Li et al.
Summary of Can Large Language Models Act As Symbolic Reasoners?, by Rob Sullivan et al.
Summary of Efficient Training Of Sparse Autoencoders For Large Language Models Via Layer Groups, by Davide Ghilardi et al.
Summary of Going Beyond H&e and Oncology: How Do Histopathology Foundation Models Perform For Multi-stain Ihc and Immunology?, by Amaya Gallagher-syed et al.
Summary of Thank You, Stingray: Multilingual Large Language Models Can Not (yet) Disambiguate Cross-lingual Word Sense, by Samuel Cahyawijaya and Ruochen Zhang and Holy Lovenia and Jan Christian Blaise Cruz and Elisa Gilbert and Hiroki Nomoto and Alham Fikri Aji
Summary of Can Large Language Models Replace Data Scientists in Clinical Research?, by Zifeng Wang et al.
Summary of Imagenet-rib Benchmark: Large Pre-training Datasets Don’t Always Guarantee Robustness After Fine-tuning, by Jaedong Hwang et al.
Summary of Asynchronous Tool Usage For Real-time Agents, by Antonio A. Ginart et al.
Summary of Adaptgcd: Multi-expert Adapter Tuning For Generalized Category Discovery, by Yuxun Qu et al.
Summary of A Bayesian Approach to Harnessing the Power Of Llms in Authorship Attribution, by Zhengmian Hu et al.
Summary of Mcpdial: a Minecraft Persona-driven Dialogue Dataset, by Seyed Hossein Alavi et al.
Summary of Enhancing Financial Question Answering with a Multi-agent Reflection Framework, by Sorouralsadat Fatemi et al.
Summary of Learning and Unlearning Of Fabricated Knowledge in Language Models, by Chen Sun et al.
Summary of Text-guided Attention Is All You Need For Zero-shot Robustness in Vision-language Models, by Lu Yu et al.
Summary of Inverse Attention Agent For Multi-agent System, by Qian Long et al.
Summary of Informed Deep Abstaining Classifier: Investigating Noise-robust Training For Diagnostic Decision Support Systems, by Helen Schneider et al.
Summary of Kandinsky 3: Text-to-image Synthesis For Multifunctional Generative Framework, by Vladimir Arkhipkin et al.
Summary of Stealthy Jailbreak Attacks on Large Language Models Via Benign Data Mirroring, by Honglin Mu et al.
Summary of Efficient Mixture-of-expert For Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving, by Jiyao Wang et al.
Summary of Towards Unifying Evaluation Of Counterfactual Explanations: Leveraging Large Language Models For Human-centric Assessments, by Marharyta Domnich et al.
Summary of Retrieval-enhanced Mutation Mastery: Augmenting Zero-shot Prediction Of Protein Language Model, by Yang Tan et al.
Summary of Palisade — Prompt Injection Detection Framework, by Sahasra Kokkula et al.
Summary of Deep Learning-based Fatigue Cracks Detection in Bridge Girders Using Feature Pyramid Networks, by Jiawei Zhang et al.
Summary of Belief in the Machine: Investigating Epistemological Blind Spots Of Language Models, by Mirac Suzgun et al.
Summary of Hierarchical Knowledge Graph Construction From Images For Scalable E-commerce, by Zhantao Yang et al.
Summary of Multi-modal Ai For Comprehensive Breast Cancer Prognostication, by Jan Witowski et al.
Summary of Autobench-v: Can Large Vision-language Models Benchmark Themselves?, by Han Bao et al.
Summary of Larp: Tokenizing Videos with a Learned Autoregressive Generative Prior, by Hanyu Wang et al.
Summary of Natural Language Processing For the Legal Domain: a Survey Of Tasks, Datasets, Models, and Challenges, by Farid Ariai and Gianluca Demartini
Summary of Eora: Training-free Compensation For Compressed Llm with Eigenspace Low-rank Approximation, by Shih-yang Liu et al.
Summary of Mmdocbench: Benchmarking Large Vision-language Models For Fine-grained Visual Document Understanding, by Fengbin Zhu et al.
Summary of Multi-path Exploration and Feedback Adjustment For Text-to-image Person Retrieval, by Bin Kang et al.
Summary of Llm Robustness Against Misinformation in Biomedical Question Answering, by Alexander Bondarenko et al.
Summary of Fine-tuned Large Language Models (llms): Improved Prompt Injection Attacks Detection, by Md Abdur Rahman et al.
Summary of Large Language Model Benchmarks in Medical Tasks, by Lawrence K.q. Yan et al.
Summary of Rethinking Data Synthesis: a Teacher Model Training Recipe with Interpretation, by Yifang Chen et al.
Summary of Addressing the Pitfalls Of Image-based Structural Health Monitoring: a Focus on False Positives, False Negatives, and Base Rate Bias, by Vagelis Plevris
Summary of Autokaggle: a Multi-agent Framework For Autonomous Data Science Competitions, by Ziming Li et al.
Summary of Lodge++: High-quality and Long Dance Generation with Vivid Choreography Patterns, by Ronghui Li et al.
Summary of Medgo: a Chinese Medical Large Language Model, by Haitao Zhang and Bo An
Summary of Nt-vot211: a Large-scale Benchmark For Night-time Visual Object Tracking, by Yu Liu et al.