Papers
12094 papers
ICLR2025
OmniBind: Large-scale Omni Multimodal Representation via Binding Spaces
Summary pending...
multimodal representations
ICLR2025
From Tokens to Words: On the Inner Lexicon of LLMs
Summary pending...
DetokenizationLarge Language ModelsLLM
ICLR2025
Forget the Data and Fine-Tuning! Just Fold the Network to Compress
Summary pending...
Model compressionmodel foldingmodel merging
ICLR2025
RuAG: Learned-rule-augmented Generation for Large Language Models
Summary pending...
Large language modelLogic Rule LearningMonte Carlo Tree Search
ICLR2025
DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
Summary pending...
Diffusion Model; Controllable Video Generation; Human Animation
ICLR2025
A Closer Look at Machine Unlearning for Large Language Models
Summary pending...
Machine UnlearningLarge Language Models
ICLR2025
Weighted-Reward Preference Optimization for Implicit Model Fusion
Summary pending...
Model FusionPreference OptimizationLarge Language Models
ICLR2025
DyCAST: Learning Dynamic Causal Structure from Time Series
Summary pending...
dynamic causal discovery; time series
ICLR2025
Few for Many: Tchebycheff Set Scalarization for Many-Objective Optimization
Summary pending...
multi-objective optimizationmany-objective optimizationTchebycheff scalarization
ICLR2025
GLoRa: A Benchmark to Evaluate the Ability to Learn Long-Range Dependencies in Graphs
Summary pending...
Graph LearningGraph Neural NetworksSynthetic Benchmarks
ICLR2025
Making Transformer Decoders Better Differentiable Indexers
Summary pending...
Generative RetrievalGenerative IndexEnd-to-end Recommender System
ICLR2025
ThinkBot: Embodied Instruction Following with Thought Chain Reasoning
Summary pending...
Embodied Instruction Following (EIF)Large Language ModelChain-of-thought Reasoning
ICLR2025
On Generalization Across Environments In Multi-Objective Reinforcement Learning
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Reinforcement LearningMulti-Objective Reinforcement LearningGeneralization
ICLR2025
HeadMap: Locating and Enhancing Knowledge Circuits in LLMs
Summary pending...
Large Language ModelParameter-Efficient Fine-TuningInterpretability
ICLR2025
MTSAM: Multi-Task Fine-Tuning for Segment Anything Model
Summary pending...
Multi-task learningsegment anything modellow-rank adaptation
ICLR2025
Optimization by Parallel Quasi-Quantum Annealing with Gradient-Based Sampling
Summary pending...
Combinatorial OptimizationDiscrete OptimizationLearning for Combinatorial Optimization
ICLR2025
Arithmetic Without Algorithms: Language Models Solve Math with a Bag of Heuristics
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mechanistic interpretabilityinterpretabilityarithmetic
ICLR2025
Efficient Learning with Sine-Activated Low-Rank Matrices
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parameter efficient learninglow rank matrices
ICLR2025
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
Summary pending...
progressive thought refinementself refinelarge language model
ICLR2025
Earlier Tokens Contribute More: Learning Direct Preference Optimization From Temporal Decay Perspective
Summary pending...
preference optimizationRLHFDPO