Papers
12094 papers
ICLR2025
Mixture of Attentions For Speculative Decoding
Summary pending...
large language modelsspeculative decodingEAGLE
ICLR2025
Causal Graphical Models for Vision-Language Compositional Understanding
Summary pending...
CompositionalityVision-Language ModelsCausal Learning
ICLR2025
Active Task Disambiguation with LLMs
Summary pending...
Task AmbiguityBayesian Experimental DesignLarge Language Models
ICLR2025
SOAP: Improving and Stabilizing Shampoo using Adam for Language Modeling
Summary pending...
ShampooAdamSecond Order Optimizer
ICLR2025
MatExpert: Decomposing Materials Discovery By Mimicking Human Experts
Summary pending...
Material DiscoveryLarge Language Models (LLMs)Material Generation
ICLR2025
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
Summary pending...
Inverse Reinforcement LearningImitation LearningSuccessor Features
ICLR2025
Quantum (Inspired) $D^2$-sampling with Applications
Summary pending...
quantumclusteringk-means++
ICLR2025
Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks
Summary pending...
backdoor attackdata selection
ICLR2025
ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
Summary pending...
Multimodal Large Language ModelTraining Data EngineDeep Learning
ICLR2025
From an LLM Swarm to a PDDL-empowered Hive: Planning Self-executed Instructions in a Multi-modal Jungle
Summary pending...
Deep ModelsPlanningPDDL
ICLR2025
Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions
Summary pending...
unsupervised learningidentifiabilityunknown latent dimension
ICLR2025
ColPali: Efficient Document Retrieval with Vision Language Models
Summary pending...
document embeddingsvision language modelslate interaction
ICLR2025
Moral Alignment for LLM Agents
Summary pending...
AI alignmentLLM fine-tuningmoral decision-making
ICLR2025
KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA
Summary pending...
Medical ReasoningMedical QAAgent
ICLR2025
Affine Steerable Equivariant Layer for Canonicalization of Neural Networks
Summary pending...
equivariant networkssteerabilitythe affine group
ICLR2025
Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning
Summary pending...
synthetic datadata influenceinstruction tuning
ICLR2025
What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits
Summary pending...
deep learninginterpretabilityprototype-based neural network
ICLR2025
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds
Summary pending...
reinforcement learning theorymodel-based reinforcement learning
ICLR2025
Efficient Active Imitation Learning with Random Network Distillation
Summary pending...
Active Imitation LearningImitation LearningInteractive Learning
ICLR2025
TabWak: A Watermark for Tabular Diffusion Models
Summary pending...
WatermarkingTabular dataGenerative models