2025-01-20s

X-Dyna: a novel diffusion-based pipeline generates realistic human image animation using a zero-shot approach by integrating a Dynamics-Adapter for dynamic detail preservation, exceeding state-of-the-…

Textoon: Generating vivid 2D cartoon characters from text descriptions in under a minute, revolutionizing animation workflow.

PaSa: An LLM agent autonomously performs comprehensive academic paper searches, outperforming existing methods by efficiently combining search tools, paper reading, and citation analysis, optimized vi…

HiFi-SR: A unified generative network achieves high-fidelity speech super-resolution, outperforming existing methods by seamlessly integrating transformer and convolutional components for end-to-end a…

GaussianAvatar-Editor enables photorealistic, text-driven editing of animatable 3D heads, solving motion occlusion and ensuring temporal consistency.

Mind Evolution, a novel evolutionary search strategy, significantly boosts Large Language Model (LLM) problem-solving by generating, recombining, and refining candidate solutions via an LLM, outperfor…

ComplexFuncBench, a new benchmark, rigorously evaluates LLMs’ complex function-calling abilities across real-world scenarios involving multi-step processes, constraints, and long contexts.

LLM reasoning boosts self-confidence, even when answers are wrong, highlighting limitations in current evaluation metrics.

Arabic LLMs struggle with medical tasks; this study reveals optimal language ratios in training data for improved performance, highlighting challenges in simply translating medical data for different …