Computer Science, Cryptography and Security
Author: LLama 2 7B Chat
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LLaMA-2, the next generation of LLaMA. Meta trained and released LLaMA-2 in three model sizes: 7, 13, and 70 billion parameters. The model architecture remains largely unchanged from that of LLaMA-1 models, but 40% more data was used to train the foundational models. The accompanying preprint also mentions a model with 34B parameters that might be released in the future upon satisfying safety targets.
Computer Science, Networking and Internet Architecture
Robust Zero-Knowledge Proof of Traffic Flow for Secure and Efficient ITS
Computer Science, Machine Learning
Efficient Deployment of Large Language Models via Quantization
Computer Science, Computer Vision and Pattern Recognition
Elegant Alternative to Prevent Semantic Mismatch in Text-to-Image Synthesis
Scalable Learning of Bayesian Neural Networks with Probabilistic Backpropagation
Enhancing Robotic Navigation via Multi-Objective Reinforcement Learning Strategies
Computer Science, Computer Vision and Pattern Recognition
Evasive Learning: Mitigating Backdoor Attacks in Multimodal Contrastive Learning
Computer Science, Distributed, Parallel, and Cluster Computing
Privacy-Preserving Distributed Learning: A Comprehensive Review
Mathematics, Numerical Analysis
Adaptive Mesh Refinement for Error Estimation in Finite Element Methods
Computation and Language, Computer Science
Exploiting Textual Adversarial Attacks in Named Entity Recognition: A New Perspective
Algorithms for Excluding Induced Subgraphs in Pt-free Graphs
Accurate and Efficient Surface Normal Estimation for Autonomous Driving
Electrical Engineering and Systems Science, Image and Video Processing
Deep Learning-Based Sentiment Analysis: A Comparative Survey
Artificial Intelligence, Computer Science
Understanding Human Activity through In-Situ Observations: A Qualitative Approach
Computer Science, Computer Vision and Pattern Recognition
Enhancing Medical Image Segmentation with Semi-Supervised Learning and Adaptive Pseudo-Labels
Computer Science, Computer Vision and Pattern Recognition
Enhancing Generalization of Pre-trained Models for Person Search through Domain Adaptation
Computer Science, Computer Vision and Pattern Recognition
Unifying Latent and Mask Diffusion Models for Text-to-Image Synthesis
Computer Science, Computer Vision and Pattern Recognition
Rain-Robust Object Detection: A Comparative Study of YOLOv4, YOLOv5x, and YOLOv7x in Heavy Precipitation Conditions
Cell Behavior, Quantitative Biology
Dynamics of Cellular Information Processing: A Reservoir Computing Perspective
Computation and Language, Computer Science