conftrace_

Models

20,488 papers (23 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Generative Models (8,597) Diffusion Models (6,478) Large Language Models (2,815) Variational Inference (2,186) Vision-Language Models (839) Language Models (763) Foundation Models (330) Language Modeling (92) Variational Autoencoders (67) Neural Radiance Fields (46) Sequence-to-Sequence (42) Variational Autoencoder (24)

Papers per year

2

1

2

10

11

10

13

21

25

32

42

29

68

99

237

538

946

1,088

1,362

1,486

2,589

4,304

5,567

2,006

'5

'10

'15

'20

'25

Papers (including subtopics)

The Inverse Scaling Effect of Pre-Trained Language Model Surprisal Is Not Due to Data Leakage ACL 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025 The LLM Already Knows: Estimating LLM-Perceived Question Difficulty via Hidden Representations EMNLP 2025 The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025 Theoretical Convergence Guarantees for Variational Autoencoders AISTATS 2025 Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers ICLR 2025 The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025 The Polynomial Iteration Complexity for Variance Exploding Diffusion Models: Elucidating SDE and ODE Samplers AISTATS 2025 The Power of Context: How Multimodality Improves Image Super-Resolution CVPR 2025 The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking EMNLP 2025 ThermalGaussian: Thermal 3D Gaussian Splatting ICLR 2025 Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos ICML 2025 The Scene Language: Representing Scenes with Programs, Words, and Embeddings CVPR 2025 The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation ICCV 2025 The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio CoRL 2025 The Strawberry Problem: Emergence of Character-level Understanding in Tokenized Language Models EMNLP 2025 The Superposition of Diffusion Models Using the Itô Density Estimator ICLR 2025 The Surprising Agreement Between Convex Optimization Theory and Learning-Rate Scheduling for Large Model Training ICML 2025 The Transfer Neurons Hypothesis: An Underlying Mechanism for Language Latent Space Transitions in Multilingual LLMs EMNLP 2025 The VampPrior Mixture Model AISTATS 2025 The Visual Counter Turing Test (VCT²): A Benchmark for Evaluating AI-Generated Image Detection and the Visual AI Index (V_AI) IJCNLP 2025 Thinking in Directivity: Speech Large Language Model for Multi-Talker Directional Speech Recognition Interspeech 2025 Thinking with DistilQwen: A Tale of Four Distilled Reasoning and Reward Model Series EMNLP 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields CVPR 2025