About
Research & Development
DynaPose4D: Advancing Dynamic 4D Content Creation from Single Images
TLDR: DynaPose4D is a new framework that generates high-quality, coherent, and fluid 4D dynamic content from a single static image. It integrates 4D Gaussian...
Research & Development
Unpacking LLM Long-Context Abilities: Insights from the LooGLE v2 Benchmark
TLDR: LooGLE v2 is a new benchmark designed to evaluate large language models' (LLMs) ability to understand and reason over extremely long, real-world texts...
Research & Development
Unlocking Certainty from Uncertainty: A Deep Learning Approach to Recovering Process Traces
TLDR: DDTR (Diffusion Denoising Trace Recovery) is a novel deep learning method that uses Diffusion Denoising Probabilistic Models (DDPMs) to convert probabilistic 'stochastically-known logs'...
Research & Development
RoGER-SLAM: Enhancing 3D Mapping for Challenging Low-Light and Noisy Environments
TLDR: RoGER-SLAM is a new 3D Gaussian Splatting (3DGS) SLAM system designed to operate robustly in noisy and low-light conditions. It introduces three main...
Research & Development
Advancing Persian AI: The PERCOR Commonsense Reasoning Dataset
TLDR: PERCOR is the first large-scale Persian commonsense reasoning benchmark, featuring 106,000 multiple-choice sentence-completion problems. It uses a novel conjunction-based segmentation for diverse content...
Research & Development
Sentra-Guard: Advanced Protection Against LLM Jailbreaks
TLDR: Sentra-Guard is a new defense system designed to protect large language models (LLMs) from jailbreak and prompt injection attacks in real-time. It uses...