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Foundation Models

4845 directly classified papers

Papers per year

Papers

Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians CVPR 2024

Breathing Life Into Sketches Using Text-to-Video Priors CVPR 2024

Carve3D: Improving Multi-view Reconstruction Consistency for Diffusion Models with RL Finetuning CVPR 2024

DRESS: Instructing Large Vision-Language Models to Align and Interact with Humans via Natural Language Feedback CVPR 2024

Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation CVPR 2024

Functional Diffusion CVPR 2024

Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024

Generative Multimodal Models are In-Context Learners CVPR 2024

CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs CVPR 2024

CoralSCOP: Segment any COral Image on this Planet CVPR 2024

EvalCrafter: Benchmarking and Evaluating Large Video Generation Models CVPR 2024

UKnow: A Unified Knowledge Protocol with Multimodal Knowledge Graph Datasets for Reasoning and Vision-Language Pre-Training NIPS 2024

COLD: Causal reasOning in cLosed Daily activities NIPS 2024

DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents NIPS 2024

SciCode: A Research Coding Benchmark Curated by Scientists NIPS 2024

A Foundation Model for Zero-shot Logical Query Reasoning NIPS 2024

Zero-Shot Scene Reconstruction from Single Images with Deep Prior Assembly NIPS 2024

StackEval: Benchmarking LLMs in Coding Assistance NIPS 2024

Slot State Space Models NIPS 2024

Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild NIPS 2024

BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices NIPS 2024

Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models NIPS 2024

Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NIPS 2024

The Empirical Impact of Neural Parameter Symmetries, or Lack Thereof NIPS 2024

Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales NIPS 2024