INDEX 8,488,275 cited works 298,575 reviewed citing papers 501,433 with resolved metadata
Every reference in a reviewed paper becomes a page; the most cited works rank here.
top-cited works
Ranked by how many Pith-reviewed papers cite each work. Reviewed entries open to their full review; the rest open to their citation dossier.
-
429
citing papers
Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow
Rectified flow learns straight-path neural ODEs for distribution transport, yielding efficient generative models and domain transfers that work well even with a single simulation step.
-
386
citing papers
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction
UMAP is a novel, scalable manifold learning algorithm for dimension reduction that competes with t-SNE while preserving more global structure and having no embedding dimension restrictions.
-
343
citing papers
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
SigLIP 2 models trained with a unified recipe of captioning, self-supervised losses, and curated diverse data outperform prior SigLIP versions on classification, retrieval, localization, dense prediction, and multilingual understanding at scales from 86M to 1B parameters.
-
363
citing papers
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
AutoGen provides an open-source framework for multi-agent LLM conversations that support customizable interactions across diverse applications.
-
364
citing papers
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models
DeepSeek-V3.2 adds sparse attention, scaled RL post-training, and large-scale agentic data synthesis to reach GPT-5-level performance and gold medals in 2025 IMO and IOI with its high-compute variant.
-
396
citing papers
A Survey of Large Language Models
This survey reviews the background, key techniques, and evaluation methods for large language models, emphasizing emergent abilities that appear at large scales.
-
487
citing papers
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
Gemini 1.5 models achieve near-perfect recall over up to 10M tokens of multimodal context, improve long-document and long-video QA, and match or exceed prior Gemini 1.0 Ultra performance on standard benchmarks.
-
415
citing papers
HunyuanVideo: A Systematic Framework For Large Video Generative Models
HunyuanVideo presents a 13B-parameter open-source video generative model with integrated data, architecture, training, and inference systems whose professional evaluations show it outperforming prior SOTA models including Runway Gen-3 and Luma 1.6.
-
593
citing papers
Attention Is All You Need
Pith review generated a malformed one-line summary.
-
417
citing papers
Hierarchical Text-Conditional Image Generation with CLIP Latents
A hierarchical prior-decoder model using CLIP latents generates more diverse text-conditional images than direct methods while preserving photorealism and caption fidelity.