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Browse AI research papers and methods. Search paper profiles, read recorded summaries and follow source links for the full research.

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Use the summary to find relevant work, then read the original paper. Compare the method, evaluation setting, baselines and limitations with your own problem. Check whether code and datasets are available; a reported benchmark result may not transfer to your use case.

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  1. Generative Nested Sampling of Atomistic Thermodynamic Landscapes taaft Nested sampling (NS) resolves the thermodynamics of an atomistic system from a single simulation, b… 2026-09-02 published
  2. Generative vs. Encoder Models for Multilingual NER: A Comprehensive Empirical Study on Naamapadam taaft Language is humanity's most consequential technology, yet for over a billion speakers across India'… 2026-08-30 published
  3. Genesis: A Generative Engine for Hierarchical Satellite Image Synthesis taaft Earth observation is fundamentally multi-scale; geospatial tasks span varied resolutions, and satel… 2026-09-02 published
  4. GenONet: A Generative operator Network for High-Resolution Precipitation Nowcasting taaft High-resolution precipitation nowcasting is critical for reducing the impacts of severe weather but… 2026-09-01 published
  5. GenRewrite: Query Rewriting via Large Language Models taaft Query rewriting is an effective technique for refining poorly written queries before they reach the… 2024-03-14 published
  6. GenRubric: Self-Evolving Rubric Generation for Scalable LLM Evaluation taaft Large language models are increasingly used as scalable evaluators for open-ended tasks. However, m… 2026-08-30 published
  7. GenScale: A Benchmark for Relative Object Scale in Image Generation and Editing taaft Modern image generation and editing systems can produce photorealistic, prompt-aligned images, but… 2026-09-01 published
  8. GenWarp: Single Image to Novel Views with Semantic-Preserving Generative Warping taaft Generating novel views from a single image remains a challenging task due to the complexity of 3D s… 2024-05-27 published
  9. GeoAgent: Evaluating VLM Geolocalization Through Embodied Navigation taaft Modern Vision-Language Models (VLMs) perform well above the human baseline in image geolocalization… 2026-08-30 published
  10. GeoNDC: A Queryable Neural Data Cube for Planetary-Scale Earth Observation taaft Satellite Earth observation has accumulated massive spatiotemporal archives essential for monitorin… 2026-03-26 published
  11. GeoPAR: Large-Scale Multi-Agent Combinatorial Optimization with Geometry-Guided Parallel Autoregressive Learning taaft Multi-agent combinatorial optimization problems are notoriously challenging due to their NP-hard na… 2026-09-01 published
  12. GeoRay: Gauge-Aware Feed-Forward Satellite 3D Reconstruction in the Geodetic Frame taaft Feed-forward 3D foundation models reconstruct perspective scenes in one pass. Satellite photogramme… 2026-08-30 published
  13. GeoSPRINT: Geometric Redundancy-Aware Step Pruning for Inference in Diffusion Trajectories taaft Diffusion models achieve high sample quality but remain expensive at inference time because samplin… 2026-09-02 published
  14. GeoStore: Finding Small Storefronts in Large Scenes -- A Fine-Grained POI Localization Benchmark with Global-to-Local Asymmetric Matching taaft Point-of-interest (POI) localization matches user-provided storefront close-ups to the same shops i… 2026-09-02 published
  15. GermanQuAD and GermanDPR: Improving Non-English Question Answering and Passage Retrieval taaft A major challenge of research on non-English machine reading for question answering (QA) is the lac… 2021-04-26 published
  16. GGSS: Geodesic-Gated Spherical Steering for Inference-Time Debiasing of Generative Vision-Language Models taaft Generative vision-language models (VLMs) are increasingly used in human-centered settings, yet they… 2026-08-26 published
  17. GHOST: Fast Category-agnostic Hand-Object Interaction Reconstruction from RGB Videos using Gaussian Splatting taaft Understanding realistic hand-object interactions from monocular RGB videos is essential for AR/VR,… 2026-03-19 published
  18. GHOST: Ground-projected Hypotheses from Observed Structure-from-Motion Trajectories D-Robotics We present a scalable self-supervised approach for segmenting feasible vehicle trajectories from mo… 2026-03-21 published
  19. Giraffe: A Mapping Architecture from Hidden Text Representations to Visual Embeddings for Efficient Graphic Design taaft Multimodal large language models (MLLMs) have made significant progress in understanding and interp… 2026-08-25 published
  20. Git4Data: Database-Native Version Control for AI Agents taaft Large Language Model (LLM) agents increasingly explore many candidate states of relational data in… 2026-09-02 published
  21. GLASS: Graph-Language Alignment with Spherical Scoring for Transferable Graph-Level Anomaly Detection taaft We introduce GLASS, a framework for graph-level anomaly detection (GLAD) that achieves robust cross… 2026-09-04 published
  22. GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction taaft Attaching attributes (such as color, shape, state, action) to object categories is an important com… 2022-03-07 published
  23. Global to Local: Topology-Preserving Adaptive Graph Pooling via Granular-Ball taaft Graph pooling aims to compress the graph, including both node embeddings and their underlying topol… 2026-09-04 published
  24. GlossoGen: Emergent Language in Complex Multi-Agent LLM Interactions taaft The growing rate at which LLM agents interact with one another raises key questions about language… 2026-09-01 published
  25. Glove2Hand: Synthesizing Natural Hand-Object Interaction from Multi-Modal Sensing Gloves taaft Understanding hand-object interaction (HOI) is fundamental to computer vision, robotics, and AR/VR.… 2026-03-21 published
  26. GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs taaft Quantization techniques such as BitsAndBytes, AWQ, and GPTQ are widely used as a standard method in… 2026-03-26 published
  27. GlyphAnchor: Enhancing Visual Text Rendering via Position-Anchored Glyph Priors taaft Rendering accurate text remains difficult for image generation and editing models, especially when… 2026-09-02 published
  28. GMT: Goal-Conditioned Multimodal Transformer for 6-DOF Object Trajectory Synthesis in 3D Scenes taaft Synthesizing controllable 6-DOF object manipulation trajectories in 3D environments is essential fo… 2026-03-18 published
  29. GNN-Guided Graph Coarsening and Adaptive QUBO Penalties for the Capacitated Vehicle Routing Problem with Time Windows on a Quantum Annealer taaft Graph coarsening reduces the large Quadratic Unconstrained Binary Optimization (QUBO) formulations… 2026-09-04 published
  30. GO-Renderer: Generative Object Rendering with 3D-aware Controllable Video Diffusion Models taaft Reconstructing a renderable 3D model from images is a useful but challenging task. Recent feedforwa… 2026-03-24 published
  31. Goodput Maximization for Large Language Model Edge Inference: A Two-Phase Maskable PPO Approach taaft This paper presents a novel two-phase maskable proximal policy optimization (TP-MPPO) algorithm, wh… 2026-08-26 published
  32. Govern the Model, Not Only the Data: Storage, Circulation, and Learning in Creative AI taaft Federated learning is increasingly presented as a privacy-preserving advance: personal data remain… 2026-09-03 published
  33. GPAgentBench-2K: Benchmarking Large Language Model Agents in Complex Clinical Action Space taaft Large Language Models (LLMs) show great potential as clinical agents, yet existing benchmarks reduc… 2026-08-31 published
  34. GPS-Bench: A Governance Policy Benchmark for Automating Policy Analysis taaft Policy analysis requires more than predicting whether a proposal will pass: it requires identifying… 2026-09-03 published
  35. GPT-4 Technical Report OpenAI We report the development of GPT-4, a large-scale, multimodal model which can accept image and text… 2023-03-15 published
  36. GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers Neural Magic Generative Pre-trained Transformer models, known as GPT or OPT, set themselves apart through breakt… 2022-10-31 published