ML Cult

Towards Understanding Sycophancy in Language ModelsControlled Decoding from Language ModelsHyperFields: Towards Zero-Shot Generation of NeRFs from TextSupport the Show.

LLM-FP4: 4-Bit Floating-Point Quantized TransformersDetecting Pretraining Data from Large Language ModelsConvNets Match Vision Transformers at ScaleA Picture is Worth a Thousand Words: Principled Recaptioning Improves Image GenerationQMoE: Practical Sub-1-Bit Compression of Trillion-Parameter ModelsSupport the Show.

Matryoshka Diffusion ModelsDissecting In-Context Learning of Translations in GPTsWoodpecker: Hallucination Correction for Multimodal Large Language ModelsSAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial UnderstandingSupport the Show.

FreeNoise: Tuning-Free Longer Video Diffusion Via Noise ReschedulingHallusionBench: You See What You Think? Or You Think What You See? An Image-Context Reasoning Benchmark Challenging for GPT-4V(ision), LLaVA-1.5, and Other Multi-modality ModelsLocalizing and Editing Knowledge in Text-to-Image Generative ModelsSupport the Show.

H2O Open Ecosystem for State-of-the-art Large Language ModelsLet's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small ModelsTeaching Language Models to Self-Improve through Interactive DemonstrationsSupport the Show.

Think before you speak: Training Language Models With Pause TokensTowards Self-Assembling Artificial Neural Networks through Neural Developmental ProgramsEfficient Streaming Language Models with Attention SinksLarge Language Models Cannot Self-Correct Reasoning YetSmartPlay : A Benchmark for LLMs as Intelligent AgentsSupport the Show.

Enable Language Models to Implicitly Learn Self-Improvement From DataPixArt-alpha: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image SynthesisFELM: Benchmarking Factuality Evaluation of Large Language ModelsSupport the Show.

ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingDecaf: Monocular Deformation Capture for Face and Hand InteractionsDirectly Fine-Tuning Diffusion Models on Differentiable RewardsSupport the Show.

Effective Long-Context Scaling of Foundation ModelsDemystifying CLIP DataVision Transformers Need RegistersQwen Technical ReportDreamGaussian: Generative Gaussian Splatting for Efficient 3D Content CreationSupport the Show.

NeuRBF: A Neural Fields Representation with Adaptive Radial Basis FunctionsEmu: Enhancing Image Generation Models Using Photogenic Needles in a HaystackShow-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video GenerationFinite Scalar Quantization: VQ-VAE Made SimpleSupport the Show.