🧠 AI Research - Bingran · Scour

Tree-Structured Orthonormal Decomposition of the Aitchison Simplex

📐Scaling Laws Academic

MechLens: Late Crystallization of Factual Knowledge Explains Intervention Effectiveness in Language Models

💬LLMs Academic

DynaTok: Token-Based 4D Reconstruction from Partial Point Clouds

📐Scaling Laws Academic

BSTabDiff: Block-Subunit Diffusion Priors for High-Dimensional Tabular Data Generation

📐Scaling Laws Academic

Textual Supervision Enhances Geospatial Representations in Vision-Language Models

💬LLMs Academic

Position: Hippocampal Explicit Memory Is the Cornerstone for AGI

🔄Transformers Academic

Counterfactual Transport Flows for Offline Conservative Trajectory Refinement

🎮Reinforcement Learning Academic

ProcessThinker: Enhancing Multi-modal Large Language Models Reasoning via Rollout-based Process Reward

🎮Reinforcement Learning Academic

V2V-Bench: A Comprehensive Benchmark for Video-to-Video Generation Evaluation

📐Scaling Laws Academic

PAWS: Preference Learning with Advantage-Weighted Segments

🎮Reinforcement Learning Academic

EPS3D: End-to-End Feed-Forward 3D Panoptic Segmentation

📐Scaling Laws Academic

Context-Driven Incremental Compression for Multi-Turn Dialogue Generation

📉Deep Learning Academic

From Shortcuts to Reasoning: Robust Post-Training of Theory of Mind with Reinforcement Learning

⚙️Model Training Academic

CollabBench: Benchmarking and Unleashing Collaborative Ability of LLMs with Diverse Players via Proactive Engagement

💬LLMs Academic

AI Researchers Must Help Lead Arms Control to Mitigate Military AI Risks

🤖AI Agents Academic

LOTTERY: Learning from Reference-Only Samples in Two-Sample Testing under Size Asymmetry

📐Scaling Laws Academic

Parameter-Efficient Adapter Tuning for Tabular-Image Multimodal Learning

⚙️Model Training Academic

Which Anatomy Matters Under Limited Labels? A Data-Efficient Anatomy-Aware Benchmark for Cardiac Pathology Prediction

🔍Interpretability Academic

InA-Probe: Instruction-Aware Active Probing for Time Series Forecasting with LLMs

🔄Transformers Academic

SpikeDecoder: Realizing the GPT Architecture with Spiking Neural Networks

🔄Transformers Academic

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