Top Conference Papers

Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation

CHECKWHY: Causal Fact Verification via Argument Structure

Why are Sensitive Functions Hard for Transformers?

Semisupervised Neural Proto-Language Reconstruction

Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language Models

Mission: Impossible Language Models

Deciphering Oracle Bone Language with Diffusion Models

Causal Estimation of Memorisation Profiles

Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Model Change for Description Logic Concepts

LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation

Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives

Reliable Confictive Multi-View Learning

Proportional Aggregation of Preferences for Sequential Decision Making

GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profles

Responsible Difusion Models via Constraining Text Embeddings within Safe Regions

The Flexibility Trap: Rethinking the Value of Arbitrary Order in Difusion Language Models

COLLABLLM: From Passive Responders to Active Collaborators

Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions

SAM 2: SEGMENT ANYTHING IN IMAGES AND VIDEOS

RayZer: A Self-supervised Large View Synthesis Model

Rasterized Edge Gradients: Handling Discontinuities Diferentiably

Native and Compact Structured Latents for 3D Generation

ChordEdit: One-Step Low-Energy Transport for Image Editing

SAM 3D: 3Dfy Anything in Images

Generative Multimodal Pretraining with Discrete Diffusion Timestep Tokens

Neural Inverse Rendering from Propagating Light

MegaSaM: Accurate, Fast, and Robust Structure and Motion from Casual Dynamic Videos

MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs